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project are the following:** \n", + "\n", + "**Training / Calibration** \n", + "\n", + "* Download the simulator and take data in \"Training Mode\"\n", + "* Test out the functions in the Jupyter Notebook provided\n", + "* Add functions to detect obstacles and samples of interest (golden rocks)\n", + "* Fill in the `process_image()` function with the appropriate image processing steps (perspective transform, color threshold etc.) to get from raw images to a map. The `output_image` you create in this step should demonstrate that your mapping pipeline works.\n", + "* Use `moviepy` to process the images in your saved dataset with the `process_image()` function. Include the video you produce as part of your submission.\n", + "\n", + "**Autonomous Navigation / Mapping**\n", + "\n", + "* Fill in the `perception_step()` function within the `perception.py` script with the appropriate image processing functions to create a map and update `Rover()` data (similar to what you did with `process_image()` in the notebook). \n", + "* Fill in the `decision_step()` function within the `decision.py` script with conditional statements that take into consideration the outputs of the `perception_step()` in deciding how to issue throttle, brake and steering commands. \n", + "* Iterate on your perception and decision function until your rover does a reasonable (need to define metric) job of navigating and mapping. " + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%HTML\n", + "" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "collapsed": true, + "outputExpanded": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "#%matplotlib qt # Choose %matplotlib qt to plot to an interactive window (note it may show up behind your browser)\n", + "# Make some of the relevant imports\n", + "import cv2 # OpenCV for perspective transform\n", + "import numpy as np\n", + "import matplotlib.image as mpimg\n", + "import matplotlib.pyplot as plt\n", + "import scipy.misc # For saving images as needed\n", + "import glob # For reading in a list of images from a folder" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### [Rubric Points](https://review.udacity.com/#!/rubrics/916/view) \n", + "#### Here I will consider the rubric points individually and describe how I addressed each point in my implementation. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Writeup / README\n", + "\n", + "#### Provide a Writeup / README that includes all the rubric points and how you addressed each one. You can submit your writeup as markdown or pdf. \n", + "\n", + "I have decided to use Jupyter notebook to write this report as a practice on using the notebook. Please read along. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Notebook Analysis\n", + "#### Run the functions provided in the notebook on test images (first with the test data provided, next on data you have recorded). Add/modify functions to allow for color selection of obstacles and rock samples." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Quick Look at the Data\n", + "##### For the Test Data \n", + "Using the example data provided in the `test_dataset` folder. \n", + "\n", + "The following code block reads in and displays a random image from the `test_dataset` folder." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 26, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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rN8eQQMmkyHA3sjenQiq5sTdhmYDrT4XDlHkzMojGolExu3CqVCLGu91uUwkE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fz4cf5Ou/lJCgI910MIuHXrFgDk6lPDMODJkyfxem5MYIbAGLo+b/6b1Rqb1TpWUuv6WBCGehyd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\nJF5l5xSZqLaJC4I5p2oOmAAO8abRTZ6fnVUzQT5X/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tMpH9V6olw30Pp38v4muyglqVKA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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "path = '../test_dataset/IMG/*'\n", + "img_list = glob.glob(path)\n", + "# Grab a random image and display it\n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "plt.imshow(image)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### For My Own Data \n", + "I have generated a series of images for testing purpose with the training mode in the simulator, and stored them in the IMG folder. \n", + "\n", + "The following code block reads in and displays a random image from `my project` folder." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "outputExpanded": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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fijqej8GP90CP88t7jJmYMU0PdelE7EN/fbO64PD4Dt/97nfRWnN85y12ux26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XOA0zRXQDLvtZVpSMv3Ja2yC7DPb4w9tqDLr8fOc4wGeFHG2EPS/Iswxt6FMtnXjvvav1hQOOY9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\naSgy0YAW8LXya9bfWsMEk7leoiXNXbn5+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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "path = '../IMG/*'\n", + "img_list = glob.glob(path)\n", + "# Grab a random image and display it\n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "plt.imshow(image)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Calibration Data\n", + "##### For Test Data\n", + "Read in and display example grid and rock sample calibration images. " + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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IZwP40zwnTzvZuKr4d/Fd3Ts/Ck/REwGSS7emW/lbgmIAlUMrWO6HFleCHM/z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iAAAg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FD5WJ5VnnQ9ez/i4mfFmS9ij3ZyqYN22uAzBl8jClSIts8LQCm+Vf7sULmK4L/b24kIvlK9Yv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\nmSuTCYLz4awm2VkLaLV2ZoTPLMt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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# In the simulator you can toggle on a grid on the ground for calibration\n", + "# You can also toggle on the rock samples with the 0 (zero) key. \n", + "# Here's an example of the grid and one of the rocks\n", + "example_grid = '../calibration_images/example_grid1.jpg'\n", + "example_rock = '../calibration_images/example_rock1.jpg'\n", + "grid_img = mpimg.imread(example_grid)\n", + "rock_img = mpimg.imread(example_rock)\n", + "\n", + "fig = plt.figure(figsize=(12,3))\n", + "plt.subplot(121)\n", + "plt.imshow(grid_img)\n", + "plt.subplot(122)\n", + "plt.imshow(rock_img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### For My Own Data\n", + "Read in and display calibration images inside `my project`. Both the grid and the rock image was shown in the interactive window: the grid image was used for defining the source point for perspective transform and the rock image for creating a new color selection that identifies these samples of interest. " + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Mla/O1VzMkj5wt9vVI7DP7WEc2mPL3nTpD5mzl/OlccxpnMVzQWMrAfDDMMCo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\ntFEK5pBvQsMS+ZwuR0N+lQ081rMsAW75Sz8rdF23Hlv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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# In the simulator you can toggle on a grid on the ground for calibration\n", + "# You can also toggle on the rock samples with the 0 (zero) key. \n", + "# Here's an example of the grid and one of the rocks\n", + "example_grid = '../IMG/grid.jpg'\n", + "example_rock = '../IMG/rock.jpg'\n", + "grid_img = mpimg.imread(example_grid)\n", + "rock_img = mpimg.imread(example_rock)\n", + "\n", + "fig = plt.figure(figsize=(12,3))\n", + "plt.subplot(121)\n", + "plt.imshow(grid_img)\n", + "plt.subplot(122)\n", + "plt.imshow(rock_img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Perspective Transform\n", + "##### For the Test Data\n", + "Define the perspective transform function from the lesson and test it on an image. " + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Z/7UwKNtDRLzh2Hsx1c4VMRqB6YM8r08TwjBYoLIzTL6AvGny77zzDvb7/cYO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JaYhh77+3vsfV8WcHAgqjEMI4zhom6YuAqAlTcXL+zDh/cdeh65CLBsk6dvDbgQuoSLwqAdB/R9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\nAXzgrLf/l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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to perform a perspective transform\n", + "# I've used the example grid image above to choose source points for the\n", + "# grid cell in front of the rover (each grid cell is 1 square meter in the sim)\n", + "# Define a function to perform a perspective transform\n", + "def perspect_transform(img, src, dst):\n", + " \n", + " M = cv2.getPerspectiveTransform(src, dst)\n", + " warped = cv2.warpPerspective(img, M, (img.shape[1], img.shape[0]))# keep same size as input image\n", + " \n", + " return warped\n", + "\n", + "\n", + "# Define calibration box in source (actual) and destination (desired) coordinates\n", + "# These source and destination points are defined to warp the image\n", + "# to a grid where each 10x10 pixel square represents 1 square meter\n", + "# The destination box will be 2*dst_size on each side\n", + "dst_size = 5 \n", + "# Set a bottom offset to account for the fact that the bottom of the image \n", + "# is not the position of the rover but a bit in front of it\n", + "# this is just a rough guess, feel free to change it!\n", + "bottom_offset = 6\n", + "source = np.float32([[14, 140], [301 ,140],[200, 96], [118, 96]])\n", + "destination = np.float32([[image.shape[1]/2 - dst_size, image.shape[0] - bottom_offset],\n", + " [image.shape[1]/2 + dst_size, image.shape[0] - bottom_offset],\n", + " [image.shape[1]/2 + dst_size, image.shape[0] - 2*dst_size - bottom_offset], \n", + " [image.shape[1]/2 - dst_size, image.shape[0] - 2*dst_size - bottom_offset],\n", + " ])\n", + "warped = perspect_transform(grid_img, source, destination)\n", + "plt.imshow(warped)\n", + "#scipy.misc.imsave('../output/warped_example.jpg', warped)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### For My Own Data\n", + "Run the function in the lesson in PyCharm to show the interactive window and get the source points. " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Fsx4YadLX4Zh8/Wth6eN13/jU9koi+m4i+gUi+hUi+ptE9OP19+8R0c8R0f9Vv7/7gGPa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\nT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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to perform a perspective transform\n", + "# I've used the example grid image above to choose source points for the\n", + "# grid cell in front of the rover (each grid cell is 1 square meter in the sim)\n", + "# Define a function to perform a perspective transform\n", + "def perspect_transform(img, src, dst):\n", + " \n", + " M = cv2.getPerspectiveTransform(src, dst)\n", + " warped = cv2.warpPerspective(img, M, (img.shape[1], img.shape[0]))# keep same size as input image\n", + " \n", + " return warped\n", + "\n", + "\n", + "# Define calibration box in source (actual) and destination (desired) coordinates\n", + "# These source and destination points are defined to warp the image\n", + "# to a grid where each 10x10 pixel square represents 1 square meter\n", + "# The destination box will be 2*dst_size on each side\n", + "dst_size = 5 \n", + "# Set a bottom offset to account for the fact that the bottom of the image \n", + "# is not the position of the rover but a bit in front of it\n", + "# this is just a rough guess, feel free to change it!\n", + "bottom_offset = 6\n", + "\n", + "# define source point\n", + "src_left_bottom = [53.0484, 124.403]\n", + "src_left_top = [118.21, 93.4355]\n", + "src_right_top = [188.532, 93.4355]\n", + "src_right_bottom = [261.435, 124.403]\n", + "\n", + "source = np.float32([src_left_bottom, src_left_top,\n", + " src_right_top, src_right_bottom])\n", + "\n", + "destination = np.float32([[grid_img.shape[1]/2 - dst_size, grid_img.shape[0] - bottom_offset],\n", + " [grid_img.shape[1]/2 + dst_size, grid_img.shape[0] - bottom_offset],\n", + " [grid_img.shape[1]/2 + dst_size, grid_img.shape[0] - 2*dst_size - bottom_offset], \n", + " [grid_img.shape[1]/2 - dst_size, grid_img.shape[0] - 2*dst_size - bottom_offset],\n", + " ])\n", + "warped = perspect_transform(grid_img, source, destination)\n", + "plt.imshow(warped)\n", + "#scipy.misc.imsave('../output/warped_example.jpg', warped)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As shown in the above images, the transforms are similar with one major difference: ** the transform based on the provided source point generated a shorter but wider window while my source point generated a longer but narrower one.** After using this source point in the navigating and mapping stage, I found out that this is not a good choice comparing to the provided source point. The main disadvantage of the transform based on my source point, in my opinion, is that its view couldn't provide a wide enough terrain for valid navigation, and the longer window actually brought in more pixels at the far end of the view which are more error prone. So I chose to use the provided one in my final implementation." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Color Thresholding\n", + "##### For the Test Data\n", + "Define the color thresholding function from the lesson and apply it to the warped image\n", + "\n", + "**TODO:** Ultimately, you want your map to not just include navigable terrain but also obstacles and the positions of the rock samples you're searching for. Modify this function or write a new function that returns the pixel locations of obstacles (areas below the threshold) and rock samples (yellow rocks in calibration images), such that you can map these areas into world coordinates as well. " + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Identify pixels above the threshold\n", + "# Threshold of RGB > 160 does a nice job of identifying ground pixels only\n", + "def color_thresh(img, rgb_thresh=(160, 160, 160)):\n", + " # Create an array of zeros same xy size as img, but single channel\n", + " color_select = np.zeros_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"True\"\n", + " # where threshold was met\n", + " above_thresh = (img[:,:,0] > rgb_thresh[0]) \\\n", + " & (img[:,:,1] > rgb_thresh[1]) \\\n", + " & (img[:,:,2] > rgb_thresh[2])\n", + " # Index the array of zeros with the boolean array and set to 1\n", + " color_select[above_thresh] = 1\n", + " # Return the binary image\n", + " return color_select\n", + "\n", + "threshed = color_thresh(warped)\n", + "plt.imshow(threshed, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### For My Own Data\n", + "Define the color thresholding function from the lesson and apply it to the warped image\n", + "\n", + "**Following the Hints and Suggestion:** \n", + "* For obstacles you can just invert your color selection that you used to detect ground pixels, i.e., if you've decided that everything above the threshold is navigable terrain, then everthing below the threshold must be an obstacle!\n", + "\n", + " For this I created two methods to invert the threshold, since theoretically both of them should produce the same result, but I was not 100% certain. Judging by the outputs, however, they do appear to have the same effect. \n", + "\n", + "\n", + "* For rocks, think about imposing a lower and upper boundary in your color selection to be more specific about choosing colors. You can investigate the colors of the rocks (the RGB pixel values) in an interactive matplotlib window to get a feel for the appropriate threshold range (keep in mind you may want different ranges for each of R, G and B!). Feel free to get creative and even bring in functions from other libraries. Here's an example of [color selection](http://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_colorspaces/py_colorspaces.html) using OpenCV. \n", + "\n", + " I have used the interactive window to pick the color. I was planning to use OpenCV for a better result but didn't have the time to implement.\n", + " \n", + "\n", + "* **Beware However:** if you start manipulating images with OpenCV, keep in mind that it defaults to `BGR` instead of `RGB` color space when reading/writing images, so things can get confusing." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Invert the color threshold function to get obstacles\n", + "def get_obstacles_1(img, rgb_thresh=(160, 160, 160)):\n", + " # Create an array of ones same xy size as img, but single channel\n", + " obstacles = np.ones_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"False\"\n", + " # where threshold was met\n", + " above_thresh = (img[:,:,0] > rgb_thresh[0]) \\\n", + " & (img[:,:,1] > rgb_thresh[1]) \\\n", + " & (img[:,:,2] > rgb_thresh[2])\n", + " # Index the array of zeros with the boolean array and set to 0\n", + " obstacles[above_thresh] = 0\n", + " # Return the binary image\n", + " return obstacles\n", + "\n", + "obstacles = get_obstacles_1(warped)\n", + "plt.imshow(obstacles, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Invert the color threshold function to get obstacles\n", + "def get_obstacles_2(img, rgb_thresh=(160, 160, 160)):\n", + " # Create an array of zeros same xy size as img, but single channel\n", + " obstacles = np.zeros_like(img[:,:,0])\n", + "\n", + " below_thresh = (img[:,:,0] <= rgb_thresh[0]) \\\n", + " | (img[:,:,1] <= rgb_thresh[1]) \\\n", + " | (img[:,:,2] <= rgb_thresh[2])\n", + " # Index the array of zeros with the boolean array and set to 1\n", + " obstacles[below_thresh] = 1\n", + " # Return the binary image\n", + " return obstacles\n", + "\n", + "obstacles = get_obstacles_2(warped)\n", + "plt.imshow(obstacles, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As shown in the above images, **the two methods appears to have the same effects**, so I used the first method in my final implementation." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the rocks\n", + "def get_rock(img, rock_low_thresh=(0, 0, 0), rock_high_thresh=(255, 255, 255)):\n", + " # Create an array of zeros same xy size as img, but single channel\n", + " rock = np.zeros_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"True\"\n", + " # where threshold was met\n", + " above_low = (img[:,:,0] > rock_low_thresh[0]) \\\n", + " & (img[:,:,1] > rock_low_thresh[1]) \\\n", + " & (img[:,:,2] > rock_low_thresh[2])\n", + " below_high = (img[:,:,0] < rock_high_thresh[0]) \\\n", + " & (img[:,:,1] < rock_high_thresh[1]) \\\n", + " & (img[:,:,2] < rock_high_thresh[2])\n", + " in_range = above_low & below_high\n", + " # Index the array of zeros with the boolean array and set to 1\n", + " rock[in_range] = 1\n", + " # Return the binary image\n", + " return rock\n", + "\n", + "rock_thresh_low = (160, 160, 0)\n", + "rock_thresh_high = (255, 255, 140)\n", + "rock = get_rock(rock_img, rock_thresh_low, rock_thresh_high)\n", + "plt.imshow(rock, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As shown in the code, the threshold of the rock is mainly achieved by the blue channel. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Coordinate Transformations\n", + "##### For the Test Data\n", + "Define the functions used to do coordinate transforms and apply them to an image. Use a random image from the `test_dataset` folder" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "outputExpanded": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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NtNY8Or3g6HAvgawpcj3P22YwWwPWXJ9z/RNpgLhcLulTglhsB3qcz4lkU13MdbttJjlY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fAAAg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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to convert from image coords to rover coords\n", + "def rover_coords(binary_img):\n", + " # Identify nonzero pixels\n", + " ypos, xpos = binary_img.nonzero()\n", + " # Calculate pixel positions with reference to the rover position being at the \n", + " # center bottom of the image. \n", + " x_pixel = -(ypos - binary_img.shape[0]).astype(np.float)\n", + " y_pixel = -(xpos - binary_img.shape[1]/2 ).astype(np.float)\n", + " return x_pixel, y_pixel\n", + "\n", + "# Define a function to convert to radial coords in rover space\n", + "def to_polar_coords(x_pixel, y_pixel):\n", + " # Convert (x_pixel, y_pixel) to (distance, angle) \n", + " # in polar coordinates in rover space\n", + " # Calculate distance to each pixel\n", + " dist = np.sqrt(x_pixel**2 + y_pixel**2)\n", + " # Calculate angle away from vertical for each pixel\n", + " angles = np.arctan2(y_pixel, x_pixel)\n", + " return dist, angles\n", + "\n", + "# Define a function to map rover space pixels to world space\n", + "def rotate_pix(xpix, ypix, yaw):\n", + " # Convert yaw to radians\n", + " yaw_rad = yaw * np.pi / 180\n", + " xpix_rotated = (xpix * np.cos(yaw_rad)) - (ypix * np.sin(yaw_rad))\n", + " \n", + " ypix_rotated = (xpix * np.sin(yaw_rad)) + (ypix * np.cos(yaw_rad))\n", + " # Return the result \n", + " return xpix_rotated, ypix_rotated\n", + "\n", + "def translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale): \n", + " # Apply a scaling and a translation\n", + " xpix_translated = (xpix_rot / scale) + xpos\n", + " ypix_translated = (ypix_rot / scale) + ypos\n", + " # Return the result \n", + " return xpix_translated, ypix_translated\n", + "\n", + "\n", + "# Define a function to apply rotation and translation (and clipping)\n", + "# Once you define the two functions above this function should work\n", + "def pix_to_world(xpix, ypix, xpos, ypos, yaw, world_size, scale):\n", + " # Apply rotation\n", + " xpix_rot, ypix_rot = rotate_pix(xpix, ypix, yaw)\n", + " # Apply translation\n", + " xpix_tran, ypix_tran = translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale)\n", + " # Perform rotation, translation and clipping all at once\n", + " x_pix_world = np.clip(np.int_(xpix_tran), 0, world_size - 1)\n", + " y_pix_world = np.clip(np.int_(ypix_tran), 0, world_size - 1)\n", + " # Return the result\n", + " return x_pix_world, y_pix_world\n", + "\n", + "# Grab another random image\n", + "path = '../test_dataset/IMG/*'\n", + "img_list = glob.glob(path) \n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "warped = perspect_transform(image, source, destination)\n", + "threshed = color_thresh(warped)\n", + "\n", + "# Calculate pixel values in rover-centric coords and distance/angle to all pixels\n", + "xpix, ypix = rover_coords(threshed)\n", + "dist, angles = to_polar_coords(xpix, ypix)\n", + "mean_dir = np.mean(angles)\n", + "\n", + "# Do some plotting\n", + "fig = plt.figure(figsize=(12,9))\n", + "plt.subplot(221)\n", + "plt.imshow(image)\n", + "plt.subplot(222)\n", + "plt.imshow(warped)\n", + "plt.subplot(223)\n", + "plt.imshow(threshed, cmap='gray')\n", + "plt.subplot(224)\n", + "plt.plot(xpix, ypix, '.')\n", + "plt.ylim(-160, 160)\n", + "plt.xlim(0, 160)\n", + "arrow_length = 100\n", + "x_arrow = arrow_length * np.cos(mean_dir)\n", + "y_arrow = arrow_length * np.sin(mean_dir)\n", + "plt.arrow(0, 0, x_arrow, y_arrow, color='red', zorder=2, head_width=10, width=2)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### For My Own Data\n", + "Define the functions used to do coordinate transforms and apply them to an image. Using a random image in `my project` folder." + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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RMEuqskXWNWPw7K8ySJiSu+zT7KZAKN1+DEavcu/SwcN44CYYaQxuxdmm+5kC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\n67yHKePNIVvPNkcMM3MHC8DyV7MBKvv3vHMzOil97cHzXQfzU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IXNZgNjOwCOSe66Dhm8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\nBwNHApOzGCul74vFD5XR/xuBYyPiMGAkMFbSkcBVpPi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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to convert from image coords to rover coords\n", + "def rover_coords(binary_img):\n", + " # Identify nonzero pixels\n", + " ypos, xpos = binary_img.nonzero()\n", + " # Calculate pixel positions with reference to the rover position being at the \n", + " # center bottom of the image. \n", + " x_pixel = -(ypos - binary_img.shape[0]).astype(np.float)\n", + " y_pixel = -(xpos - binary_img.shape[1]/2 ).astype(np.float)\n", + " return x_pixel, y_pixel\n", + "\n", + "# Define a function to convert to radial coords in rover space\n", + "def to_polar_coords(x_pixel, y_pixel):\n", + " # Convert (x_pixel, y_pixel) to (distance, angle) \n", + " # in polar coordinates in rover space\n", + " # Calculate distance to each pixel\n", + " dist = np.sqrt(x_pixel**2 + y_pixel**2)\n", + " # Calculate angle away from vertical for each pixel\n", + " angles = np.arctan2(y_pixel, x_pixel)\n", + " return dist, angles\n", + "\n", + "# Define a function to map rover space pixels to world space\n", + "def rotate_pix(xpix, ypix, yaw):\n", + " # Convert yaw to radians\n", + " yaw_rad = yaw * np.pi / 180\n", + " xpix_rotated = (xpix * np.cos(yaw_rad)) - (ypix * np.sin(yaw_rad))\n", + " \n", + " ypix_rotated = (xpix * np.sin(yaw_rad)) + (ypix * np.cos(yaw_rad))\n", + " # Return the result \n", + " return xpix_rotated, ypix_rotated\n", + "\n", + "def translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale): \n", + " # Apply a scaling and a translation\n", + " xpix_translated = (xpix_rot / scale) + xpos\n", + " ypix_translated = (ypix_rot / scale) + ypos\n", + " # Return the result \n", + " return xpix_translated, ypix_translated\n", + "\n", + "\n", + "# Define a function to apply rotation and translation (and clipping)\n", + "# Once you define the two functions above this function should work\n", + "def pix_to_world(xpix, ypix, xpos, ypos, yaw, world_size, scale):\n", + " # Apply rotation\n", + " xpix_rot, ypix_rot = rotate_pix(xpix, ypix, yaw)\n", + " # Apply translation\n", + " xpix_tran, ypix_tran = translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale)\n", + " # Perform rotation, translation and clipping all at once\n", + " x_pix_world = np.clip(np.int_(xpix_tran), 0, world_size - 1)\n", + " y_pix_world = np.clip(np.int_(ypix_tran), 0, world_size - 1)\n", + " # Return the result\n", + " return x_pix_world, y_pix_world\n", + "\n", + "# Grab another random image\n", + "path = '../IMG/*'\n", + "img_list = glob.glob(path)\n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "warped = perspect_transform(image, source, destination)\n", + "threshed = color_thresh(warped)\n", + "\n", + "# Calculate pixel values in rover-centric coords and distance/angle to all pixels\n", + "xpix, ypix = rover_coords(threshed)\n", + "dist, angles = to_polar_coords(xpix, ypix)\n", + "mean_dir = np.mean(angles)\n", + "\n", + "# Do some plotting\n", + "fig = plt.figure(figsize=(12,9))\n", + "plt.subplot(221)\n", + "plt.imshow(image)\n", + "plt.subplot(222)\n", + "plt.imshow(warped)\n", + "plt.subplot(223)\n", + "plt.imshow(threshed, cmap='gray')\n", + "plt.subplot(224)\n", + "plt.plot(xpix, ypix, '.')\n", + "plt.ylim(-160, 160)\n", + "plt.xlim(0, 160)\n", + "arrow_length = 100\n", + "x_arrow = arrow_length * np.cos(mean_dir)\n", + "y_arrow = arrow_length * np.sin(mean_dir)\n", + "plt.arrow(0, 0, x_arrow, y_arrow, color='red', zorder=2, head_width=10, width=2)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Read in Saved Data and Ground Truth Map of the World\n", + "The next cell is all setup to read your saved data into a `pandas` dataframe. Here you'll also read in a \"ground truth\" map of the world, where white pixels (pixel value = 1) represent navigable terrain. \n", + "\n", + "After that, we'll define a class to store telemetry data and pathnames to images. When you instantiate this class (`data = Databucket()`) you'll have a global variable called `data` that you can refer to for telemetry and map data within the `process_image()` function in the following cell. \n", + "##### I didn't change any code here since these are support functions." + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": { + "collapsed": true, + "inputHidden": false, + "outputHidden": false + }, + "outputs": [], + "source": [ + "# Import pandas and read in csv file as a dataframe\n", + "import pandas as pd\n", + "# Change the path below to your data directory\n", + "# If you are in a locale (e.g., Europe) that uses ',' as the decimal separator\n", + "# change the '.' to ','\n", + "df = pd.read_csv('../test_dataset/robot_log.csv', delimiter=';', decimal='.')\n", + "csv_img_list = df[\"Path\"].tolist() # Create list of image pathnames\n", + "# Read in ground truth map and create a 3-channel image with it\n", + "ground_truth = mpimg.imread('../calibration_images/map_bw.png')\n", + "ground_truth_3d = np.dstack((ground_truth*0, ground_truth*255, ground_truth*0)).astype(np.float)\n", + "\n", + "# Creating a class to be the data container\n", + "# Will read in saved data from csv file and populate this object\n", + "# Worldmap is instantiated as 200 x 200 grids corresponding \n", + "# to a 200m x 200m space (same size as the ground truth map: 200 x 200 pixels)\n", + "# This encompasses the full range of output position values in x and y from the sim\n", + "class Databucket():\n", + " def __init__(self):\n", + " self.images = csv_img_list \n", + " self.xpos = df[\"X_Position\"].values\n", + " self.ypos = df[\"Y_Position\"].values\n", + " self.yaw = df[\"Yaw\"].values\n", + " self.count = -1 # This will be a running index, setting to -1 is a hack\n", + " # because moviepy (below) seems to run one extra iteration\n", + " self.worldmap = np.zeros((200, 200, 3)).astype(np.float)\n", + " self.ground_truth = ground_truth_3d # Ground truth worldmap\n", + "\n", + "# Instantiate a Databucket().. this will be a global variable/object\n", + "# that you can refer to in the process_image() function below\n", + "data = Databucket()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Populate the process_image() function with the appropriate analysis steps to map pixels identifying navigable terrain, obstacles and rock samples into a worldmap. Run process_image() on your test data using the moviepy functions provided to create video output of your result." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Write a function to process stored images\n", + "\n", + "Modify the `process_image()` function below by adding in the perception step processes (functions defined above) to perform image analysis and mapping. The following cell is all set up to use this `process_image()` function in conjunction with the `moviepy` video processing package to create a video from the images you saved taking data in the simulator. \n", + "\n", + "In short, you will be passing individual images into `process_image()` and building up an image called `output_image` that will be stored as one frame of video. You can make a mosaic of the various steps of your analysis process and add text as you like (example provided below). " + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Define a function to pass stored images to\n", + "# reading rover position and yaw angle from csv file\n", + "# This function will be used by moviepy to create an output video\n", + "def process_image(img):\n", + " # Example of how to use the Databucket() object defined above\n", + " # to print the current x, y and yaw values \n", + " # print(data.xpos[data.count], data.ypos[data.count], data.yaw[data.count])\n", + "\n", + " # TODO: \n", + " # 1) Define source and destination points for perspective transform\n", + " # 2) Apply perspective transform\n", + " # 3) Apply color threshold to identify navigable terrain/obstacles/rock samples\n", + " # 4) Convert thresholded image pixel values to rover-centric coords\n", + " # 5) Convert rover-centric pixel values to world coords\n", + " # 6) Update worldmap (to be displayed on right side of screen)\n", + " # Example: data.worldmap[obstacle_y_world, obstacle_x_world, 0] += 1\n", + " # data.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " # data.worldmap[navigable_y_world, navigable_x_world, 2] += 1\n", + "\n", + " # 7) Make a mosaic image, below is some example code\n", + " # First create a blank image (can be whatever shape you like)\n", + " output_image = np.zeros((img.shape[0] + data.worldmap.shape[0], img.shape[1]*2, 3))\n", + " # Next you can populate regions of the image with various output\n", + " # Here I'm putting the original image in the upper left hand corner\n", + " output_image[0:img.shape[0], 0:img.shape[1]] = img\n", + "\n", + " # Let's create more images to add to the mosaic, first a warped image\n", + " warped = perspect_transform(img, source, destination)\n", + " # Add the warped image in the upper right hand corner\n", + " output_image[0:img.shape[0], img.shape[1]:] = warped\n", + "\n", + " # Overlay worldmap with ground truth map\n", + " map_add = cv2.addWeighted(data.worldmap, 1, data.ground_truth, 0.5, 0)\n", + " # Flip map overlay so y-axis points upward and add to output_image \n", + " output_image[img.shape[0]:, 0:data.worldmap.shape[1]] = np.flipud(map_add)\n", + "\n", + "\n", + " # Then putting some text over the image\n", + " cv2.putText(output_image,\"Populate this image with your analyses to make a video!\", (20, 20), \n", + " cv2.FONT_HERSHEY_COMPLEX, 0.4, (255, 255, 255), 1)\n", + " data.count += 1 # Keep track of the index in the Databucket()\n", + " \n", + " return output_image" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The completed function is shown below. The scale for the world map is 10, the same as in lesson. The source and destination points for the perspective transform are the global ones defined above. \n", + "\n", + "Note that the navigable, obstacles and rock images are all single channel images, and need to be stacked before rendering. \n", + "\n", + "Another point worth noting is the sequence of the processing. The sequence shown here is performing the perspective transform first, then apply color threshold and coordinates conversion. But as pointed out in the livestream discussion, **it's better to perform color threshold before the perspective tranform**, so I used the latter sequence in my final implementation for the autonomous mode. " + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Define a function to pass stored images to\n", + "# reading rover position and yaw angle from csv file\n", + "# This function will be used by moviepy to create an output video\n", + "def process_image(img):\n", + " # Example of how to use the Databucket() object defined above\n", + " # to print the current x, y and yaw values \n", + " # print(data.xpos[data.count], data.ypos[data.count], data.yaw[data.count])\n", + "\n", + " # TODO: \n", + " # 1) Define source and destination points for perspective transform\n", + " # use the global source and dst \n", + " # 2) Apply perspective transform\n", + " warped = perspect_transform(img, source, destination)\n", + " # 3) Apply color threshold to identify navigable terrain/obstacles/rock samples \n", + " navigable = color_thresh(warped)\n", + " obstacles = get_obstacles_1(warped)\n", + " rock_thresh_low = (160, 160, 0)\n", + " rock_thresh_high = (255, 255, 140)\n", + " rock = get_rock(warped, rock_thresh_low, rock_thresh_high)\n", + " # 4) Convert thresholded image pixel values to rover-centric coords\n", + " nav_xpix, nav_ypix = rover_coords(navigable)\n", + " obs_xpix, obs_ypix = rover_coords(obstacles)\n", + " rock_xpix, rock_ypix = rover_coords(rock)\n", + " # 5) Convert rover-centric pixel values to world coords \n", + " # get current x, y and yaw for the world coords mapping\n", + " xp = data.xpos[data.count]\n", + " yp = data.ypos[data.count]\n", + " yaw = data.yaw[data.count]\n", + " scale = 10\n", + " nav_x_world, nav_y_world = pix_to_world(nav_xpix, nav_ypix, xp, \n", + " yp, yaw, \n", + " data.worldmap.shape[0], scale)\n", + " obs_x_world, obs_y_world = pix_to_world(obs_xpix, obs_ypix, xp, \n", + " yp, yaw, \n", + " data.worldmap.shape[0], scale)\n", + " rock_x_world, rock_y_world = pix_to_world(rock_xpix, rock_ypix, xp, \n", + " yp, yaw, \n", + " data.worldmap.shape[0], scale)\n", + " # 6) Update worldmap (to be displayed on right side of screen)\n", + " # Example: data.worldmap[obstacle_y_world, obstacle_x_world, 0] += 1\n", + " # data.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " # data.worldmap[navigable_y_world, navigable_x_world, 2] += 1\n", + " data.worldmap[obs_y_world, obs_x_world, 0] += 1\n", + " data.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " data.worldmap[nav_y_world, nav_x_world, 2] += 1\n", + "\n", + " # 7) Make a mosaic image, below is some example code\n", + " # First create a blank image (can be whatever shape you like)\n", + " output_image = np.zeros((img.shape[0] + data.worldmap.shape[0], img.shape[1]*5, 3))\n", + " # Next you can populate regions of the image with various output\n", + " # Here I'm putting the original image in the upper left hand corner\n", + " output_image[0:img.shape[0], 0:img.shape[1]] = img\n", + "\n", + " # Let's create more images to add to the mosaic, first a warped image\n", + " \n", + " # Add the warped image in the upper 2 pos\n", + " output_image[0:img.shape[0], img.shape[1]:img.shape[1]*2] = warped\n", + " # Add the navigable image in the upper 3 pos \n", + " navigable = np.dstack((navigable*255 , navigable*255 , navigable*255))\n", + " output_image[0:img.shape[0], img.shape[1]*2:img.shape[1]*3] = navigable\n", + " # Add the navigable image in the upper 4 pos \n", + " obstacles = np.dstack((obstacles*255 , obstacles*255 , obstacles*255))\n", + " output_image[0:img.shape[0]:, img.shape[1]*3:img.shape[1]*4] = obstacles\n", + " # Add the rock image in the upper 5 pos\n", + " rock = np.dstack((rock*255 , rock*255 , rock*255))\n", + " output_image[0:img.shape[0], img.shape[1]*4:img.shape[1]*5] = rock\n", + " # Overlay worldmap with ground truth map\n", + " map_add = cv2.addWeighted(data.worldmap, 1, data.ground_truth, 0.5, 0)\n", + " # Flip map overlay so y-axis points upward and add to output_image \n", + " output_image[img.shape[0]:, 0:data.worldmap.shape[1]] = np.flipud(map_add)\n", + "\n", + "\n", + " # Then putting some text over the image\n", + " #cv2.putText(output_image,\"Populate this image with your analyses to make a video!\", (20, 20), \n", + " # cv2.FONT_HERSHEY_COMPLEX, 0.4, (255, 255, 255), 1)\n", + " data.count += 1 # Keep track of the index in the Databucket()\n", + " \n", + " return output_image" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Make a Video From Processed Image Data\n", + "Use the [moviepy](https://zulko.github.io/moviepy/) library to process images and create a video.\n", + "\n", + "##### All the following code blocks are support functions for displaying so I didn't change them." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import imageio\n", + "imageio.plugins.ffmpeg.download()" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[MoviePy] >>>> Building video ../output/test_mapping.mp4\n", + "[MoviePy] Writing video ../output/test_mapping.mp4\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "100%|██████████| 283/283 [00:04<00:00, 63.62it/s]\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[MoviePy] Done.\n", + "[MoviePy] >>>> Video ready: ../output/test_mapping.mp4 \n", + "\n", + "CPU times: user 3.29 s, sys: 935 ms, total: 4.23 s\n", + "Wall time: 4.71 s\n" + ] + } + ], + "source": [ + "# Import everything needed to edit/save/watch video clips\n", + "from moviepy.editor import VideoFileClip\n", + "from moviepy.editor import ImageSequenceClip\n", + "\n", + "# Define pathname to save the output video\n", + "output = '../output/test_mapping.mp4'\n", + "data = Databucket() # Re-initialize data in case you're running this cell multiple times\n", + "clip = ImageSequenceClip(data.images, fps=60) # Note: output video will be sped up because \n", + " # recording rate in simulator is fps=25\n", + "new_clip = clip.fl_image(process_image) #NOTE: this function expects color images!!\n", + "%time new_clip.write_videofile(output, audio=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### This next cell should function as an inline video player\n", + "If this fails to render the video, try running the following cell (alternative video rendering method). You can also simply have a look at the saved mp4 in your `/output` folder" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "from IPython.display import HTML\n", + "HTML(\"\"\"\n", + "\n", + "\"\"\".format(output))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Below is an alternative way to create a video in case the above cell did not work." + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import io\n", + "import base64\n", + "video = io.open(output, 'r+b').read()\n", + "encoded_video = base64.b64encode(video)\n", + "HTML(data=''''''.format(encoded_video.decode('ascii')))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "collapsed": true + }, + "source": [ + "### Autonomous Navigation and Mapping\n", + "#### Fill in the perception_step() (at the bottom of the perception.py script) and decision_step() (in decision.py) functions in the autonomous mapping scripts and an explanation is provided in the writeup of how and why these functions were modified as they were.\n", + "#### Function: perception_step()\n", + "Here as I mentioned above, the first step is to apply color threshold to the incoming image to get navigable terrain, obstacles and rock samples. Then using the same source and destination points defined above, perform perspective transform on them, and fill into Rover.vision_image to be displayed as the rover vision on the left of the simulator screen. \n", + "\n", + "Secondly, convert to rover-centric coordinates for the navigation. One trick that I learned from the Udacity expert is to only use a small portion of the navigable image, the front center to be precise, instead of the whole one. \n", + "\n", + "The next step is to convert the pixel values to a world coordinates and fill the world map. As mentioned in lesson 14, section \"Optimizing Map Fidelity Tip\", the current roll and pitch of the rover should be filtered, and feed in the world map only when these two and nearly zero, since only those data obtained during then are valid. \n", + "\n", + "Finally, the navigable pixels need to be converted to polar coordinates. The rock pixels are also converted and stored in the Rover instance, so when a rock appears in the nearby view, the rover can navigate to it and pick it up." + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Apply the above functions in succession and update the Rover state accordingly\n", + "def perception_step(Rover):\n", + " # Perform perception steps to update Rover()\n", + " # TODO: \n", + " # NOTE: camera image is coming to you in Rover.img\n", + "\n", + " # Get the image\n", + " rover_img = Rover.img\n", + "\n", + " # 1) Apply color threshold to identify navigable terrain/obstacles/rock samples\n", + " navigable = color_thresh(rover_img)\n", + " obstacles = get_obstacles_1(rover_img)\n", + " rock_thresh_low = (160, 160, 0)\n", + " rock_thresh_high = (255, 255, 140)\n", + " rock = get_rock(rover_img, rock_thresh_low, rock_thresh_high)\n", + "\n", + " # 2) Define source and destination points for perspective transform\n", + " # These source and destination points are defined to warp the image\n", + " # to a grid where each 10x10 pixel square represents 1 square meter\n", + "\n", + " # Define source point\n", + " source = np.float32([[14, 140], [301, 140], [200, 96], [118, 96]])\n", + " # The destination box will be 2*dst_size on each side\n", + " dst_size = 5\n", + " # Set a bottom offset to account for the fact that the bottom of the image \n", + " # is not the position of the rover but a bit in front of it\n", + " # this is just a rough guess, feel free to change it!\n", + " bottom_offset = 6\n", + "\n", + " # 3) Apply perspective transform\n", + " destination = np.float32([[rover_img.shape[1] / 2 - dst_size, rover_img.shape[0] - bottom_offset],\n", + " [rover_img.shape[1] / 2 + dst_size, rover_img.shape[0] - bottom_offset],\n", + " [rover_img.shape[1] / 2 + dst_size, rover_img.shape[0] - 2 * dst_size - bottom_offset],\n", + " [rover_img.shape[1] / 2 - dst_size, rover_img.shape[0] - 2 * dst_size - bottom_offset],\n", + " ])\n", + " navi_warped = perspect_transform(navigable, source, destination)\n", + " obstacles_warped = perspect_transform(obstacles, source, destination)\n", + " rock_warped = perspect_transform(rock, source, destination)\n", + "\n", + " # 4) Update Rover.vision_image (this will be displayed on left side of screen)\n", + " # Example: Rover.vision_image[:,:,0] = obstacle color-thresholded binary image\n", + " # Rover.vision_image[:,:,1] = rock_sample color-thresholded binary image\n", + " # Rover.vision_image[:,:,2] = navigable terrain color-thresholded binary image\n", + "\n", + " Rover.vision_image[:, :, 0] = obstacles_warped * 255\n", + " Rover.vision_image[:, :, 1] = rock_warped * 255\n", + " Rover.vision_image[:, :, 2] = navi_warped * 255\n", + "\n", + " # 5) Convert map image pixel values to rover-centric coords\n", + " # limit the view of the navi image to get better result\n", + " row1 = np.int(rover_img.shape[0] - dst_size * 5)\n", + " row2 = np.int(rover_img.shape[0] - bottom_offset)\n", + " col1 = np.int(rover_img.shape[1] / 2 - dst_size * 4)\n", + " col2 = np.int(rover_img.shape[1] / 2 + dst_size * 4)\n", + "\n", + " front_navi = navi_warped[row1:row2, col1:col2]\n", + " nav_xpix, nav_ypix = rover_coords(front_navi)\n", + " obs_xpix, obs_ypix = rover_coords(obstacles_warped)\n", + " rock_xpix, rock_ypix = rover_coords(rock_warped)\n", + "\n", + " # 6) Convert rover-centric pixel values to world coordinates\n", + " # get current x, y and yaw for the world coords mapping\n", + " xp = Rover.pos[0]\n", + " yp = Rover.pos[1]\n", + " yaw = Rover.yaw\n", + " scale = 10\n", + "\n", + " nav_x_world, nav_y_world = pix_to_world(nav_xpix, nav_ypix, xp,\n", + " yp, yaw,\n", + " Rover.worldmap.shape[0], scale)\n", + " obs_x_world, obs_y_world = pix_to_world(obs_xpix, obs_ypix, xp,\n", + " yp, yaw,\n", + " Rover.worldmap.shape[0], scale)\n", + " rock_x_world, rock_y_world = pix_to_world(rock_xpix, rock_ypix, xp,\n", + " yp, yaw,\n", + " Rover.worldmap.shape[0], scale)\n", + "\n", + " # 7) Update Rover worldmap (to be displayed on right side of screen)\n", + " # Example: Rover.worldmap[obstacle_y_world, obstacle_x_world, 0] += 1\n", + " # Rover.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " # Rover.worldmap[navigable_y_world, navigable_x_world, 2] += 1\n", + " # filter the rover state\n", + " roll = Rover.roll\n", + " pitch = Rover.pitch\n", + "\n", + " if (roll > 359.5 or roll < 0.5) and (pitch < 0.5 or pitch > 359.5):\n", + " Rover.worldmap[obs_y_world, obs_x_world, 0] += 1\n", + " Rover.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " Rover.worldmap[nav_y_world, nav_x_world, 2] += 1\n", + "\n", + " # 8) Convert rover-centric pixel positions to polar coordinates\n", + " # Update Rover pixel distances and angles\n", + " rover_centric_pixel_distances, rover_centric_angles = to_polar_coords(nav_xpix, nav_ypix)\n", + "\n", + " Rover.nav_dists = rover_centric_pixel_distances\n", + " Rover.nav_angles = rover_centric_angles\n", + "\n", + " # Note down rock pos in view\n", + " rock_distances, rock_angles = to_polar_coords(rock_xpix, rock_ypix)\n", + "\n", + " Rover.rock_dists = rock_distances\n", + " Rover.rock_angles = rock_angles\n", + "\n", + " return Rover" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "I have also added a function to check the rocks in nearby view when the rover is moving forward. \n", + "\n", + "It's worth noting that the range of the rock detection needs to be fine-tuned. If it's too wide, the rover will be easily distracted off its course by a rock sample across the valley. This seems to be fine, but considering the fact that the rover will eventually travel to the other side of the valley and pick up the samples on that side, this \"wandering-on-and-off-track\" action is actually a waste of time . \n", + "\n", + "On the other hand, if it's too narrnow, some of the rocks will be hard to spot by the rover, especially those hidding behind a large obstacle. The rover will usually miss them since its view will be blocked by the obstacle and once it's cleared from it, the view angle of the rover will be far away from the sample, hence the rover will miss it. After many rounds of try and error, I settled it at 50. " + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Define a function to check the rocks in view\n", + "def check_rocks(Rover):\n", + " if len(Rover.rock_angles): # there's rock\n", + " if np.mean(Rover.rock_dists) < 50:\n", + " return True\n", + " return False" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Function: decision_step()\n", + "I have extracted the main decision making process into another function, leaving only two print statements for the debugging." + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# This is where you can build a decision tree for determining throttle, brake and steer\n", + "# commands based on the output of the perception_step() function\n", + "def decision_step(Rover):\n", + " # Implement conditionals to decide what to do given perception data\n", + " # Here you're all set up with some basic functionality but you'll need to\n", + " # improve on this decision tree to do a good job of navigating autonomously!\n", + "\n", + " # Example:\n", + " # Check if we have vision data to make decisions with\n", + " if Rover.nav_angles is not None:\n", + " # print some info for debugging\n", + " print(\"Current mode: \", Rover.mode)\n", + " print(\"throttle_count:\", Rover.throttle_count)\n", + "\n", + " make_decision(Rover)\n", + "\n", + " # Just to make the rover do something\n", + " # even if no modifications have been made to the code\n", + " else:\n", + " Rover.throttle = Rover.throttle_set[0]\n", + " Rover.steer = 0\n", + " Rover.brake = 0\n", + "\n", + " # If in a state where want to pickup a rock send pickup command\n", + " if Rover.near_sample and Rover.vel == 0 and not Rover.picking_up:\n", + " Rover.send_pickup = True\n", + "\n", + " return Rover" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the decision making function, I have added several other modes for various purposes besides the default ones.\n", + "\n", + "##### forward\n", + "\n", + "This is one of the default modes and the one that the rover will be in for the most part. \n", + "\n", + "The default throttle function is too rough so I added the following one:" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Set throttle for rover\n", + "def set_rover_throttle(Rover):\n", + " if len(Rover.nav_angles) >= Rover.go_forward * 3:\n", + " Rover.throttle += Rover.throttle_set[2]\n", + " elif len(Rover.nav_angles) >= Rover.go_forward * 2:\n", + " Rover.throttle += Rover.throttle_set[1]\n", + " elif len(Rover.nav_angles) > Rover.go_forward:\n", + " Rover.throttle += Rover.throttle_set[0]\n", + " else:\n", + " Rover.throttle = 0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In the above function, the rover will adjust its throttle based on the current navigable terrain. To work with it, I have also changed the throttle_set in Rover class from a number into a tuple, providing 3 levels of acceleration setting: if it's wild open, then go full throttle; otherwise, adjust the throttle accordingly; if the terrain is too small to navigate, the throttle needs to be released so the rover can turn and find a movable direction. \n", + "\n", + "Seveal properties besides the default ones have also been added to the Rover class, and will be discussed along the way. \n", + "\n", + "* Rover.home is used to note the home position of the rover at the beginning of the process for the returning.\n", + "\n", + "\n", + "* A boolean flag, Rover.is_going_home, is used to indicate if the rover has successfully discovered and picked up all 6 samples and will return home. The following function uses this flag to generate next steer value for the rover." + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Get next steer\n", + "def get_navi_steer(Rover):\n", + " if Rover.is_going_home:\n", + " # get home pos\n", + " home = Rover.home\n", + " # get current rover pos\n", + " pos = Rover.pos\n", + " # convert them into world coords\n", + " home_world_x, home_world_y = pix_to_world(home[0], home[1], pos[0], pos[1], Rover.yaw, Rover.worldmap.shape[0],\n", + " 10)\n", + " home_world_dist, home_world_angle = to_polar_coords(home_world_x, home_world_y)\n", + "\n", + " mean_angle = np.mean(Rover.nav_angles)\n", + "\n", + " # Steer toward home\n", + " if mean_angle > home_world_angle:\n", + " steer = -10\n", + " else:\n", + " steer = +10\n", + " else:\n", + " # Set steering to average angle clipped to the range +/- 15\n", + " steer = np.mean(Rover.nav_angles * 180 / np.pi) + 14.9 # lean towards left side wall\n", + "\n", + " return np.clip(steer, -15, 15)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If the rover is going home, then the steer will be set toward a direction that aligns the rover camera with the home position; otherwise, the steer will be set to be the mean value of the navigable angles plus 14.9 degree, cliped within +/-15 degree. \n", + "\n", + "The offset of 14.9 makes the rover **a \"wall crawler\" towards the left wall**. As mentioned in lesson 14, section \"Optimizing for Finding All Rocks Tip\", this would help with the fidelity and rock finding. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "* The brake of the rover has been divided into a soft and hard one. When the rover is maintaining speed or needs to make a wide turn, use the soft brake to reduce the speed gently; otherwise use the hard brake to stop the rover immediately. The following function is used to maintain the rover speed within a set range. " + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Maintain a certain speed\n", + "def rover_maintain_speed(Rover, min, max):\n", + " if Rover.vel > max:\n", + " Rover.throttle = 0\n", + " Rover.brake = Rover.brake_soft\n", + " elif Rover.vel < min:\n", + " Rover.throttle = Rover.throttle_set[1]\n", + " Rover.brake = 0\n", + " else:\n", + " Rover.throttle = 0\n", + " Rover.brake = 0" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### decelerate\n", + "In `forward` mode, if the rover finds that the navigable terrain drops below a certain threshold, it will switch to `decelerate` mode and slow down. \n", + "* Rover.decelerate_forward is the threshold below which the rover will slow down." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### approach\n", + "When moving in `forward` mode, the rover will also look for rock samples in nearby view, and if one is spotted, it will slow down, and switch to `approach` mode.\n", + "\n", + "In this mode, if the rover is near a sample, it will stop and switch to `pickup` mode and pick the sample up; otherwise, it will adjust its speed based on the distance with the rock, and turn towards the rock slowly. Another check_stuck() function is used here with a higher threshold in case the rover is stuck when trying to reach a rock that is placed at some weird angle. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### pickup\n", + "Once the rover finishes approaching, it will switch to this mode and pick the rock up. After picking, the rover will switch to `stop` mode and as long as there's more rocks to be discovered, it will start looking for navigable terrain. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### stop\n", + "This is the default stop mode with one extra condition added: Rover.is_done. \n", + "* Rover.is_done indicates if the current rover position is close enough with the noted home position. Once this flag is raised, the rover will switch to stop mode and won't be looking for navigable terrain." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "##### unstuck\n", + "Sometimes, the rover will stuck against an obstacle, or making circles because the steer is locked to +/-15 degree. The following two functions checks for stuck and circling situation. \n", + "* Rover.throttle_count, Rover.circle_time and Rover.forward_count are all counters to help the rover get unstuck. \n", + " \n", + " By default, as long as the throttle is set, the rover's velocity will increase. Whenever the throttle is set above a threshold but the velocity is not increasing, the throttle_count will begin counting. Once it reaches a certain threshold, the rover will save its current mode and switch to `unstuck` mode. In this mode, the rover will release throttle and brake, turn a small degree using the 4-wheel turn, and tries to speed up along the current direction. If it can move, the rover will switch to the saved mode and continue; otherwise, the rover will repeat this process until it can move. \n", + " \n", + " In a rare case though, this method won't work since the throttle cannot be set and the speed won't increase. The rover will just sit there still, idling. In such a case, another counter, Rover.forwar_count will kick in and begin count, and help the rover get unstuck using the same process as above.\n", + " \n", + " Besides stuck, another problem is circling. Once the rover locks the steer at +/-15 degree for too long, this counter will be triggered and indicates that the rover is circling around without making any progress, and needs to switch to `unstuck` mode. \n", + " \n", + " \n", + "* Rover.stuck_time note down the beginning time of the unstuck process so the rover won't be in this mode turnning around forever.\n", + "\n", + "\n", + "* Rover.last_mode saves the last mode the rover is in before switching into the `unstuck` mode, so that the rover can resume its action after it's free." + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "# Check if the rover is stuck\n", + "def check_stuck(Rover, threshold):\n", + " # Throttle is on but the rover is not speeding up\n", + " if Rover.throttle >= 0.1 and Rover.vel < 0.2: # stuck\n", + " if Rover.throttle_count > threshold:\n", + " Rover.throttle_count = 0\n", + " Rover.is_stuck = True\n", + " Rover.stuck_time = Rover.total_time\n", + " Rover.last_mode = Rover.mode # save the last mode\n", + " Rover.mode = 'unstuck'\n", + " else:\n", + " Rover.throttle_count += Rover.throttle_set[1]\n", + " # Rover is running\n", + " elif Rover.vel >= 0.2:\n", + " Rover.is_stuck = False\n", + " Rover.throttle_count = 0\n", + " # For the strange situation when throttle cannot be set in forward mode\n", + " elif Rover.mode == 'forward' and Rover.vel < 0.2:\n", + " if Rover.forward_count > 1000:\n", + " Rover.forward_count = 0\n", + " Rover.is_stuck = True\n", + " Rover.stuck_time = Rover.total_time\n", + " Rover.last_mode = Rover.mode # save the last mode\n", + " Rover.mode = 'unstuck'\n", + " else:\n", + " Rover.forward_count += 1\n", + "\n", + "\n", + "# Check if the rover is making circle\n", + "def check_circle(Rover):\n", + " if Rover.steer == 15 and Rover.vel > 0.5:\n", + " # circling\n", + " if Rover.circle_time > 50:\n", + " Rover.circle_time = 0\n", + " Rover.is_stuck = True\n", + " Rover.stuck_time = Rover.total_time\n", + " Rover.last_mode = Rover.mode # save the last mode\n", + " Rover.mode = 'unstuck'\n", + " elif Rover.steer != 15:\n", + " Rover.circle_time = 0\n", + " Rover.is_stuck = False\n", + " Rover.stuck_time = 0\n", + " else:\n", + " Rover.circle_time += 0.2\n", + " elif Rover.steer == -15 and Rover.vel > 0.5:\n", + " # circling\n", + " if Rover.circle_time > 50:\n", + " Rover.circle_time = 0\n", + " Rover.is_stuck = True\n", + " Rover.stuck_time = Rover.total_time\n", + " Rover.last_mode = Rover.mode # save the last mode\n", + " Rover.mode = 'unstuck'\n", + " elif Rover.steer != -15:\n", + " Rover.circle_time = 0\n", + " Rover.is_stuck = False\n", + " Rover.stuck_time = 0\n", + " else:\n", + " Rover.circle_time += 0.2" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The following function is the main decision tree. \n", + "* Rover.last_steer is used to save the last steer value, so that if a steer change is larger than a set threshold, the rover will slow down first to make the turn as smooth as possible." + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def make_decision(Rover):\n", + " # Check for Rover.mode status\n", + " # Forward\n", + " if Rover.mode == 'forward':\n", + " if Rover.home is None:\n", + " # note down home pos\n", + " Rover.home = Rover.pos\n", + " \n", + " # all rocks been found, let's go home\n", + " if Rover.samples_found == 6:\n", + " Rover.is_going_home = True\n", + "\n", + " # close enough, rover is home\n", + " if Rover.is_going_home:\n", + " if (Rover.pos[0] - Rover.home[0] < 0.5) and (Rover.pos[1] - Rover.home[1] < 0.5):\n", + " Rover.is_done = True\n", + " Rover.is_going_home = False\n", + " Rover.mode = 'stop'\n", + "\n", + " # Check the extent of navigable terrain\n", + " if len(Rover.nav_angles) >= Rover.stop_forward:\n", + " # If mode is forward, navigable terrain looks good\n", + " # and velocity is below max, then throttle\n", + " if Rover.vel < Rover.max_vel:\n", + " # keep accelerating\n", + " set_rover_throttle(Rover)\n", + " else: # Else coast\n", + " Rover.throttle = 0\n", + " Rover.brake = 0\n", + "\n", + " # Get new steer value\n", + " new_steer = get_navi_steer(Rover)\n", + "\n", + " # If the steer difference is large, slow it down\n", + " if np.absolute(Rover.last_steer - new_steer) > 3:\n", + " Rover.throttle = 0\n", + " Rover.brake = Rover.brake_soft\n", + "\n", + " # Steer the rover and save the steer value\n", + " Rover.steer = new_steer\n", + " Rover.last_steer = new_steer\n", + "\n", + " # If there's a decrease of navigable terrain pixels then go to 'decelerate' mode\n", + " elif len(Rover.nav_angles) < Rover.decelerate_forward:\n", + " # Set mode to \"decelerate\" and hit the brakes!\n", + " Rover.throttle = 0\n", + " # Set brake to stored brake value\n", + " if Rover.vel > 1:\n", + " Rover.brake = Rover.brake_soft\n", + " else: # coast\n", + " Rover.brake = 0\n", + " Rover.mode = 'decelerate'\n", + "\n", + " check_stuck(Rover, 30)\n", + " check_circle(Rover)\n", + "\n", + " if check_rocks(Rover): # got rocks\n", + " if Rover.vel > 1:\n", + " Rover.throttle = 0\n", + " Rover.brake = Rover.brake_soft\n", + " elif Rover.vel < 0.5:\n", + " Rover.throttle = Rover.throttle_set[0]\n", + " Rover.brake = 0\n", + " else:\n", + " Rover.throttle = 0\n", + " Rover.brake = 0\n", + " Rover.mode = 'approach'\n", + "\n", + " # Not enough available terrain in front, need to slow down\n", + " elif Rover.mode == 'decelerate':\n", + " # If there's a lack of navigable terrain pixels then go to 'stop' mode\n", + " if len(Rover.nav_angles) < Rover.stop_forward:\n", + " # Set mode to \"stop\" and hit the brakes!\n", + " Rover.throttle = 0\n", + " # Set brake to stored brake value\n", + " Rover.brake = Rover.brake_hard\n", + " Rover.steer = 0\n", + " Rover.mode = 'stop'\n", + " elif len(Rover.nav_angles) >= Rover.go_forward:\n", + " # Set throttle back to stored value\n", + " Rover.throttle = Rover.throttle_set[0]\n", + " # Release the brake\n", + " Rover.brake = 0\n", + " Rover.mode = 'forward'\n", + "\n", + " # To get the rover out of a stuck situation\n", + " elif Rover.mode == 'unstuck':\n", + " # Release throttle\n", + " Rover.throttle = 0\n", + " # Stop the rover first\n", + " if Rover.vel > 0.2:\n", + " Rover.brake = Rover.brake_hard\n", + " else:\n", + " # Release the brake to allow turning\n", + " Rover.brake = 0\n", + "\n", + " # get current time\n", + " time_now = Rover.total_time\n", + " # spin a little\n", + " if time_now > Rover.stuck_time + 0.5:\n", + " Rover.steer = 0\n", + " Rover.is_stuck = False\n", + " Rover.stuck_time = 0\n", + " # try move\n", + " Rover.mode = 'test_run'\n", + " else:\n", + " Rover.steer = -15\n", + "\n", + " # Try to move along current direction\n", + " elif Rover.mode == 'test_run':\n", + " # Full throttle\n", + " Rover.throttle = Rover.throttle_set[2]\n", + "\n", + " if Rover.throttle >= 0.1 and Rover.vel < 0.2:\n", + " # Still stuck, need to turn again\n", + " if Rover.throttle_count > 30:\n", + " Rover.throttle_count = 0\n", + " Rover.stuck_time = Rover.total_time\n", + " Rover.mode = 'unstuck'\n", + " else:\n", + " Rover.throttle_count += Rover.throttle_set[1]\n", + " elif Rover.vel >= 0.2:\n", + " # this direction is movable\n", + " Rover.mode = Rover.last_mode\n", + "\n", + " # Got rock in sight, approach it\n", + " elif Rover.mode == 'approach':\n", + " # Near sample, stop the rover and pick it up\n", + " if Rover.near_sample:\n", + " Rover.throttle = 0\n", + " Rover.brake = Rover.brake_hard\n", + " # If in a state where want to pickup a rock send pickup command\n", + " if Rover.vel == 0:\n", + " Rover.mode = 'pickup'\n", + " else:\n", + " # Right beside the rock, turn the rover to get a good angle\n", + " if np.mean(Rover.rock_dists) < 2:\n", + " rover_maintain_speed(Rover, 0, 0.2)\n", + " if np.mean(Rover.rock_angles) * 180 / np.pi > 0:\n", + " Rover.steer = 15\n", + " elif np.mean(Rover.rock_angles) * 180 / np.pi < 0:\n", + " Rover.steer = -15\n", + " else:\n", + " # Adjust speed based on the dist with the rock\n", + " if np.mean(Rover.rock_dists) > 30:\n", + " rover_maintain_speed(Rover, 1.7, 2)\n", + " elif np.mean(Rover.rock_dists) > 20:\n", + " rover_maintain_speed(Rover, 1.4, 1.7)\n", + " elif np.mean(Rover.rock_dists) > 10:\n", + " rover_maintain_speed(Rover, 1, 1.4)\n", + " else:\n", + " rover_maintain_speed(Rover, 0.6, 1)\n", + "\n", + " # Turn the rover towards the rock\n", + " try:\n", + " if (np.max(Rover.rock_angles) * 180 / np.pi >= -180) \\\n", + " and (np.max(Rover.rock_angles) * 180 / np.pi <= 180):\n", + " Rover.steer = np.max(Rover.rock_angles) * 180 / np.pi\n", + " else:\n", + " rover_maintain_speed(Rover, 0.1, 0.3)\n", + " if np.mean(Rover.rock_angles) * 180 / np.pi > 0:\n", + " Rover.steer = 15\n", + " elif np.mean(Rover.rock_angles) * 180 / np.pi < 0:\n", + " Rover.steer = -15\n", + " except ValueError:\n", + " rover_maintain_speed(Rover, 0.1, 0.3)\n", + " if np.mean(Rover.rock_angles) * 180 / np.pi > 0:\n", + " Rover.steer = 15\n", + " elif np.mean(Rover.rock_angles) * 180 / np.pi < 0:\n", + " Rover.steer = -15\n", + "\n", + " # Check if the rover is stuck with a longer waiting time\n", + " check_stuck(Rover, 100)\n", + "\n", + " # Pick up the rock\n", + " elif Rover.mode == 'pickup':\n", + " # If in a state where want to pickup a rock send pickup command\n", + " if Rover.near_sample and not Rover.picking_up:\n", + " Rover.send_pickup = True\n", + " elif Rover.picking_up:\n", + " Rover.mode = 'stop'\n", + "\n", + " # If we're already in \"stop\" mode then make different decisions\n", + " elif Rover.mode == 'stop':\n", + " # If we're in stop mode but still moving keep braking\n", + " if Rover.vel > 0.2:\n", + " Rover.throttle = 0\n", + " Rover.brake = Rover.brake_hard\n", + " Rover.steer = 0\n", + " # If we're not moving (vel < 0.2) then do something else\n", + " else:\n", + " if not Rover.is_done: # if done (returned with all 6 rocks), no longer looking for sufficient terrain\n", + " # Now we're stopped and we have vision data to see if there's a path forward\n", + " nav_ang_len = len(Rover.nav_angles)\n", + " if nav_ang_len < Rover.go_forward:\n", + " Rover.throttle = 0\n", + " # Release the brake to allow turning\n", + " Rover.brake = 0\n", + " # Turn range is +/- 15 degrees, when stopped the next line will induce 4-wheel turning\n", + " # if Rover.steer > 0:\n", + " Rover.steer = -15\n", + " # else: # wrong direction\n", + " # Rover.steer = -15\n", + " # If we're stopped but see sufficient navigable terrain in front then go!\n", + " if nav_ang_len >= Rover.go_forward:\n", + " # Set throttle back to stored value\n", + " Rover.throttle = Rover.throttle_set[0]\n", + " # Release the brake\n", + " Rover.brake = 0\n", + " Rover.steer = 0\n", + " Rover.mode = 'forward'" + ] + }, + { + "attachments": { + "final%20result.png": { + "image/png": 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" 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" + } + }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "#### Launching in autonomous mode your rover can navigate and map autonomously. Explain your results and how you might improve them in your writeup.\n", + "\n", + "##### Requirements:\n", + "By running drive_rover.pyand launching the simulator in autonomous mode, your rover does a reasonably good job at mapping the environment.\n", + "\n", + "The rover must map at least 40% of the environment with 60% fidelity (accuracy) against the ground truth. You must also find (map) the location of at least one rock sample. They don't need to pick any rocks up, just have them appear in the map (should happen automatically if their map pixels in Rover.worldmap[:,:,1] overlap with sample locations.)\n", + "\n", + "Note: running the simulator with different choices of resolution and graphics quality may produce different results, particularly on different machines! Make a note of your simulator settings (resolution and graphics quality set on launch) and frames per second (FPS output to terminal by drive_rover.py) in your writeup when you submit the project so your reviewer can reproduce your results.\n", + "\n", + "##### Results:\n", + "* Simulator settings are as the following picture. The FPS output to terminal is about **38 to 40 if not recording, 28 to 34 if recording**.\n", + "\n", + "![simluator_settings.png](attachment:simluator_settings.png)\n", + "\n", + "* The final result: the rover has **recovered and picked up all 6 samples** with a **61.7% coverage** of the map, while maintaining a **fidelity rate of 82.1%**.\n", + " \n", + "![final%20result.png](attachment:final%20result.png)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Improvements \n", + "There's still huge space for improvements. The following are some of the most important ones that were not implemented yet due to the lack of time and technique.\n", + "\n", + "* Performance\n", + "\n", + " 1. Navigation\n", + " \n", + " For now, my way to navigate the rover is to compute the average value for the navigable angles, and add a fix offset to make it a \"wall crawler\". This works most of the time but clearly it's not the best way. \n", + " \n", + " One improvement I can think of is to dynamically adjust this offset by using the angle that shifts most from the mean value, but I cannot get it to work properly. \n", + " \n", + " 2. Obstacles Identification\n", + " \n", + " The way the rover identifies obstacles now is to simply inverse the navigable terrain, which is very rough. And also it cannot distinguish those large piles of rocks on the ground from the moutains, only categories them all into \"no-go-zone\". \n", + " \n", + " I tried to add a second layer of detection for the large rocks but it will make the rover too sensitive for the edge to be a \"wall crawler\", thus have to leave it as is. \n", + " \n", + " 3. Rock Sample Identification\n", + " \n", + " The current rock detection works fine, but in some rare cases it will fail and note a certain point on the map as a sample, which is impossible to reach, and the rover will try forver to go to that point. \n", + " \n", + " As noted in the notebook, there are better ways to perform better identification using external libraries, like OpenCV, and help alleviate this problem. \n", + " \n", + " 4. Get Unstuck\n", + " \n", + " As explained earlier, the rover sometimes gets stuck against an obstacle or the wall. To get unstuck, my current way is to stop the rover, do a 4 wheel turn to the right for a small angle, then try to move forward. If it cannot move, then repeat the process. This works, but appearly is inefficient. Sometimes there will be a wide open space on the left side of the rover, and if it turn left, it will get out easily. \n", + " \n", + " An obvious update to this method is to compute the navigable terrain on the left and right side of the rover, and compare them; if the terrain on the right is larger than the one on the left, turn right, and vice versa. This will save a huge amount of time wasted on the unstuck efforts. \n", + " \n", + " 5. Return Home\n", + " \n", + " My current implementation of the returning is very primal: note down the home position at the beginning of the process, and when the rover is ready to go home, just compare the angle of the home position in the world map and the one of the rover, and then steer the rover toward that angle within the navigable terrain. More than often the rover will be blocked by an obstacle trying to steer at an impossible angle, or just bang against the wall forever because the home position is behind it. \n", + " \n", + " I have tried to implement an algorithm that computes the angle and distance differences between the home position and the current rover position, but failed to make it work.\n", + " \n", + " \n", + "* Feature\n", + " 1. Remember the Route\n", + " \n", + " Currently my rover doesn't have any memory for the route. It will roam forever on the map along the wall edge until all samples has been collected. \n", + " \n", + " A better algorithm is needed to store the way points for the navigation so repeatitive mapping can be avoided.\n", + " \n", + " 2. Remember the Rocks\n", + " \n", + " Occasionally, the rover will miss a certain rock sample because of the detection range mentioned before. It would help a lot if the rover can remember the locations of the samples and mark one as missed or failed, so the rover can go to it directly if all others are found. \n", + " \n", + " 3. `Reset` Mode\n", + " \n", + " Add a delicated mode to handle exceptions and reset the rover to its normal working status. The `unstuck` mode serves this purpose partially but is not enough. \n", + " \n", + " 4. Faster and Smoother\n", + " \n", + " As mentioned in lesson 14, the speed of the rover is another key aspect that can be improved. I tried to increase the travel speed but it will significantly lower the smoothness of the driving and hence jeopardize the quality of the mapping. \n", + " \n", + " 5. Other Criterias For \"Job Done\"\n", + " \n", + " Right now, the only flag for the rover to stop roaming is that all 6 samples has been picked. It would be much better if some other criterias can be used besides this, like the percentage of the mapping, the total mission time, etc., otherwise the rover will wander forever if there is even just 1 sample missing. \n", + " \n", + " 6. Dynamic Rock Detection Range\n", + " \n", + " With the other criterias set above, the rock detection range discussed before can be dynamically adjusted for a more efficient discovery. \n", + " \n", + " When the mission begins, the rock detection range can be set tightly so only those rocks near the rover route will be discovered and picked, avoiding distraction from the other side of the valley; once the majority of the map has been searched (say, 70%) but there are still samples to be found, increase the rock detection range so the rover can see farther.\n", + "\n", + " 7. Timeout For Each Mode\n", + " \n", + " For now, there is no way to control how long the rover should stay in each mode. A timeout should be added so that if a certain action takes too long, the rover can be reset.\n", + " \n", + " 8. Richer Display\n", + " \n", + " Add display to the simulator screen so the current information and status of the rover can be seen." + ] + } + ], + "metadata": { + "anaconda-cloud": {}, + "kernel_info": { + "name": "python3" + }, + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.5.2" + }, + "widgets": { + "state": {}, + "version": "1.1.2" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} diff --git a/code/.ipynb_checkpoints/Rover_Project_Test_Notebook-Completed-checkpoint.ipynb b/code/.ipynb_checkpoints/Rover_Project_Test_Notebook-Completed-checkpoint.ipynb new file mode 100644 index 0000000000..67c4d62619 --- /dev/null +++ b/code/.ipynb_checkpoints/Rover_Project_Test_Notebook-Completed-checkpoint.ipynb @@ -0,0 +1,915 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Rover Project Test Notebook\n", + "This notebook contains the functions from the lesson and provides the scaffolding you need to test out your mapping methods. The steps you need to complete in this notebook for the project are the following:\n", + "\n", + "* First just run each of the cells in the notebook, examine the code and the results of each.\n", + " \n", + " **Done**\n", + " \n", + "* Run the simulator in \"Training Mode\" and record some data. Note: the simulator may crash if you try to record a large (longer than a few minutes) dataset, but you don't need a ton of data, just some example images to work with. \n", + " \n", + " **Done**\n", + " \n", + "* Change the data directory path (2 cells below) to be the directory where you saved data. \n", + " \n", + " **Done**\n", + " \n", + "* Test out the functions provided on your data \n", + " \n", + " **Done**\n", + " \n", + "* Write new functions (or modify existing ones) to report and map out detections of obstacles and rock samples (yellow rocks)\n", + " \n", + " **Done**\n", + " \n", + "* Populate the `process_image()` function with the appropriate steps/functions to go from a raw image to a worldmap.\n", + "* Run the cell that calls `process_image()` using `moviepy` functions to create video output\n", + "* Once you have mapping working, move on to modifying `perception.py` and `decision.py` to allow your rover to navigate and map in autonomous mode!\n", + "\n", + "**Note: If, at any point, you encounter frozen display windows or other confounding issues, you can always start again with a clean slate by going to the \"Kernel\" menu above and selecting \"Restart & Clear Output\".**\n", + "\n", + "**Run the next cell to get code highlighting in the markdown cells.**" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "%%HTML\n", + "" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true, + "outputExpanded": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "#%matplotlib qt # Choose %matplotlib qt to plot to an interactive window (note it may show up behind your browser)\n", + "# Make some of the relevant imports\n", + "import cv2 # OpenCV for perspective transform\n", + "import numpy as np\n", + "import matplotlib.image as mpimg\n", + "import matplotlib.pyplot as plt\n", + "import scipy.misc # For saving images as needed\n", + "import glob # For reading in a list of images from a folder" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Quick Look at the Data\n", + "~~There's some example data provided in the `test_dataset` folder.~~ As instructed, I have changed the path to my project folder so it now reads the images from the recording in training mode. This basic dataset is enough to get you up and running but if you want to hone your methods more carefully you should record some data of your own to sample various scenarios in the simulator. \n", + "\n", + "~~Next, read in and display a random image from the `test_dataset` folder~~ Next, read in and display a random image from `my project` folder." + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "outputExpanded": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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08a/8yq8A8MZrr7NYLPjFX/xFJleu8l3f9V1BMJjNLCx3/fp1FotFGLdNcOnT\ntnPT+Y8iNHR6ahMR+airAGVZh3UlpUS3hFjz/8mf/WFu33iFhw8f4iIRMxwPzj2vX+J4Xv1d70Vj\ns6l8GIm+Af6CMeb/E0JMgd8QQvwj4D8CftEY8zeEED8K/CjwVx5XUUzoTatpiZJWODdgrTXCwy+c\n37rExN/X57fl8bGYIMWcOrxU04S4KNB5cXYmk/22dwykbjWJgixLAjOw2xTIMhnMDj1R84QHYljI\nXi/F+feIsW3PdPw7+J1Fnueo6RSEYOVizfhsVvf395mvVty6dYv5fB4Wt7dy8cxrtrKTy8d0aVtC\n3J+qqmjaGD5jrU89Yfe6C88IvSlr3M++L7yppVX0Vp2Z4yBjWRQBY48xyzRNOVssApYJUFQVx6en\nGGPj14+nU1gd0TQNq9WKsmo7fN2t2dWqWBvL/pxK3LF8lLs5AIkAXTcsygoJvHbnDkoYmrKyTFPa\neD+msZm8nnaTLUR3bfwdCAYEXkFXliVTFwPJ6zH+31/5lTUpL1MJb7/9Nsvlkrfeeov9kxm/+Zu/\nyfd8z/eEoG95nvPgwQNeeeUVG945yuDVmSpfTDCf9lxYcxdcu+n3k5514TOeob0f9Lyfc3meB6dH\n6BLtDAYDmtrO45/8yZ8kTxQHBwch69twOOSsWJ57Vr94YSy2SnxWIg8fgtAbY+4D9933MyHE72Jz\nxf4A8H3usr8LfJ4nEPpevQhj0DizSt1ZsfhJHNuYbsJ+oRuIeLL2A6Otec66sfSEPtYVxMGwIFhI\nRz/sEauiFaSJjfOSqAYlLUFOkoQ0scSirDrG0UFBNqiYt7SRMjbT7CT30B7tvVetxO7D/Qoh+I43\nX3fRLC2hD0HU8pw0y/n62+9ydnbGfD4PHng+HERVVZyu7CQa5AkjR0yqqmLpwh9nmQp249oA2loJ\n2e4QNvyxSDBaUFctQvgsX3a65ZkkSy2z0i3o1vabQCGFJFEZeTYMY9k4M1TPFFIHvXVmqWnoo7Oz\nM2azGVJKxuMxpaN7Xf91f2Ale0GHwfvix0Gpzhu7KOy2ejDIWK7suL766g3+0B/6Q+zs7ITdhhDW\niqttnfWVeTacfhNh8YTee0sWyxUig9lsxpe+9CUm4zGnp6chY1cqbZYrH7/o4OAAnNXYL//yL/Op\nT32KO3fusL+/z7Vr1zg4OGA4HK6Zxfr+9uvgWQnopmv6V70IYv8isPj+eR9fyRjDYrGgbVvGYxtb\nqguSZ5PhGl98AAAgAElEQVTanJxZgSpTMmSSOj09RWTJufo39Ucsyfu6gWCl9zTluWD0QoiPAf8i\n8E+AVxwTwBhzXwhx/ck1rEvjXpqIsSlPEMFnM2KtA4xYj2jZN5fzk7Yv+fv7G4f/121Do1uMX/2h\nfqwYaEyP0ncEwhhojaFqaoSS3T1Ao1tWZdHhwa1GSkESJR/xxMfXF+84bJ8YoO3MLl0zqrqhqh2M\nAbz/jfvs7u6ytbXNsG1tVqqqQqiE4XjC3ffvUVUVVdPStlC3JbKswrO8Aqiua2azOUJ4084u0uYm\nS5UYckvzrJP6XfgGD7213ulICpA2TETb2D7OhwOGoxFJllIUSwaDEWmaBwjFEzLrdOLb6W3dbV6A\nptFUVcFyWVAmWQh14YfUD6HvLw+brfe3G88AwSxpNaSJxcOXq4qtrSF/+A//YV577U7YlRjTovV6\nuA7zdGsxjPkmqT7LshCrf5Dl7M/n3L17l9PTU05PTjh2kVB9gpxisQymfWma8v7773PjzqscPTrg\nxo0b/NYXfpOTo0M+8YlP8PDhQwZZSpb4nAw12mdfky43c9MgVbrWTsz57+F36N+IcJkN578FYRvo\nUADvhzEej0mSbC3PRJYO+Cuf+S+4urtNmto8FEenFi7b29k+J9FvYlIxzfOwEHTQKNU3idALISbA\n/wL8OWPM7EnYXXRfSA6eKOvFaog4mza0pg3KDSllsDsP0jmWaDRNg5Adbu3hjr40EisyiJ6ltaZ2\ndvQ+9Kzv9Nhbs4psqrv36AhzIu05L0HHnrx+kOI6fWjf2ClMiGjnYMz6H52kGfey6X1/7xuPODg8\nZnd3N8Atq9WK+w8PQr22o2xY41ZbAqmUjW0vo13EJq9OT9id3jLa+QC0IYGI7wOfzD1msD56pB8L\nL52PRiPSNLWOZKsl+XDAZDwiG1iinuc2c9NitQx97RVYHqZCCoSS1E1L0RSB2VtiHjZgTuexvsD6\nkGCIdec2fWmiwGgEsDWZ8urtW7R1Q7kqEKbz+FU+N68xCPksFhKxENJ9b5qGnZ0dlJDcv3+fr33t\na1ZKj4SYg4ODYDF169YtkiTh6OiIYT7g1dt3OHBxgvb399nZ2eG9997jvffe45Of/GTIRxxbQPn1\n4udnkjw9MfywhPrD1PE0EM7zeoa1zBt0HufCxmZSSvGX/9KPMh5ktG3Lo+MDtidj3njtVd6++x55\nnjNbLUJdF7XVWyLGqIJfVxc5U20qH4rQCyFSLJH/OWPM/+oOPxRC3HTS/E1gf9O9JkoOPsozE6Rt\n3QsMJrvAWMol22gjrbppHX6gOpglJuqyzxx6hL6v7fawjW9PTOjhfIAh+y5eKuwUwMFsMoJcOqip\nu95f66+PA2T5+ztp3hYp1837YmZgj1nrnoNHhx0s02rmy6obOwhEDoSVYFub97Ve+ZDNKdPpJOgE\nfOgAC2PU4VmhH7A7SSlbzs4WCGGhjyyzgdy8vbsn/J7YgyX0eZ4zHo+DolDpmvl8HnZpQoiQnFtK\nGRaW11ecnZ0FYuVNJJF0uygNeeYsSWq7g/Jmqn0C7xl45pielJbY0mqqVYECtiYjK2zUNXVVkedd\nDmDL2Fpa3bqcwk9fNkn1ptXkacbDhw/57d/+bY6Ojpg4pWxRFDba5ys3wpyazWaUqwLcvJjNZmxP\nt3h4/wFXr14FbVgsrPHAb/zar/PH//gf5+TkhK0tm6uUJHWewRqMCUH0+u3sf/+gxP5prnna888K\nMX2Q837e+nXtw1pfvXqVNE356le/Cti5VxQFwyxla2uLt+++x41rV3nwcB+ZqSc+uxOqugT2MWb/\ntOXDWN0I4O8Av2uM+ZvRqf8d+CHgb7jP/+0p6grxX4A1kVkhaCIiCNa5x0QSdx+j3+SOftEk8Pd5\niTLWcvtzHZM4v7Xv6rCQgT2ugdYpJT30BGmarN2rtaFpWuq6oWn8LuK8bsFL8/0+67+DL42xBNZI\nybKsaJeWiaWpxXhXqxVC2uiYfuJA5y2aSOXqMdQOl7dtcbsUpWg90xMWk9daox1OLwwM04S6bihr\nTVkXrFZFgF28BGRj90gLkbQaKRV5PnAx/QtGueL49JTZfB5i/vsdXp7nVE1jFcnONNAIYXMGuNDQ\npQblQx3UHQTomUzbgthg72fHwX4vHSyUOWm2qq00Px7b8BCAU5C2AT+vqgIZpSDcQCOfqsRjPB6P\nuXfvHr/1W7/Fw4cP2dm2YSzKsrT5E+aLsFMCGOaDwPC830bbtly9ejX4kOR5HpjvL/3SL3Hjxo2g\nSPTWZp7JPk56fN6wyPOq40VK9J5OeGUpdDv0d999l5/7uZ8L1mE2nk3D/fv3mQytSWWaKDaBLpvW\ndSwExuv1WRSyoi/JPPWNQvwJ4JeB3wb8Ez+Dxen/Z+A14C7w7xpjjh5X12Q4MH/g5itBivfc0WCJ\nQlVViGR9qxJij7hFbWprPRFL8l4DHkv1sfQbb4G+/o2DUHdH2Nbjjsd5R23nryv2lFon/vaZob9C\nXfFzLFMy1oYebE7YiHH1nXHWFMiw1s4AN4nz9raxXb6XVuO+iidYvCuJdSRx/8U7jPgdfZHat29T\nX9i/EEPfERsvqV+5coVr165RzGcBjkmShNFoFBKULBYLrl27xsnJSUi/ZqX/Lhm6MXb357F7AyjZ\nKboBqqoNnsrx+/pxTb3S1r1DpgSj8YArV67wbd/2bbz22h2AEIIW9BoBNsYgk07Sj13e/fjVdR0g\nNk8YlFJrpnrz2Slf+MIXOD05Cbsev/NsyirUb9oOvvRz249vmq+befbnTdM0XL9+ndu3b7O7u7sm\nfCmlkIk3IyzXIFVfl0/k4p8ZQ6leeR634UUS4g9bx5N2Jnlu9RXHx8dcuXJlzermJ37iJ5jNVmRp\n5ynvBbh4Tbfy/Bj0i8/bECfxiYXA4/nqN4wx/9LGF4/Kh7G6+cdcLKv8yWerDBKXi7U1LqVehF1n\nWbYGg/jOS9MU0bgt9QWD3GvzuWObOGifiPYtDrrz/fr7dZ9/ftyG+LtwkGzwJ+jZdPvnx4Qd1s0y\nA/Y/yM8RcCE6/4S29buKLkxE/NffIfXb76GnftlsmXG+L/x3P6aegXoLIe9dfGVrEt5huVwyn88D\n5q+UYrVarZnCbmpXLJ0LujHqFMe4PrFK7rgOIboQCINU0eqWqjWkDmYqChuo6pOf/KRbiDYvgjdX\nFUJQlKsAecVewLE05ncYW1tblqi7hOg+b4Exht/4Z/+MRwcHwczVS9qjfECmkgCztGJ9jSjh1KHG\n0Nad7ig229WtRhtDohSHB49YnM25evUqN2/eZGtry0J3RRnq7ufa9cVDcV4f4xmVj100Go1YFqvQ\nvniMNpWXWaI/O7MpQv2uTkpJlg1cjKwVebp+/XloUDiB5/Frb9Pxi9r6uPJSeMb6oGZKKXRdIw1r\nIYTzPLcL2gfFkiIspIDLy/M46EVE1ZfHcdI+ke/j4BuJ+jkzOnHuu27754WztLZ/IZ7NEwa8v0vx\nO4NYoe2lvk4K8JJ838zQIGX0DDx81IV7ELjdgnFhnuV6hq/uu3szY0LKwnP96xShGqh1i9H2fF21\ntAZmZ0sW8xVNterMRpX1WG6Ntgra6ZSTkxNr5eDCTPi4QB4SNzoeY3OOyPt+DHi+G8fwDgL8W0ph\nUIkiVYbt6RajQU5T1SFJutENGENT1yzalrIsghnoYDgMErAn6j4ZihA2VO3p/JRyZe8ZDocM8wGH\nh4f8zu/8Dl/+8pe5dvVKgFWUsqaTMiiUFUpIWtHFRZGcJzSts6SJCX2sS8qyLHhMv//++zx48GBt\nB/lHv/dfBlzmMcdovQTvdyh9PDk+VxTFYwnrt5JE762b5vM5y+WSyWRCVVX85E/+JIPMjmlZdOGw\n+4JaTLA9U47nZQzX+Pv6gtezEPuXg9DrLmqh1y57idQ4gtG3gafVaNk53Bgkj+N2fWmz/913n4n/\n3LONk3p9Qm5tzLqFpfD3rA/eujWMuzeSoOndT2/A1xWs5xWwcYml90FqiUnTtui67ogYlgCkaado\n9gKZwHvhCip/7IIFsGmy+vb6ovFsrCP4awwBm6DcaBtrXyllTVIbl0rNGPYPThkNUnZ3dxkOR+TZ\n0O7ejKQqG85mNnhZ4/B3ox2RNx2l30zo/Uh7Qk+IaxMzQd8vAFWlmQwz9vb2mE6nmNYmVt+aTPid\n3/oCb731lovrb71OTdMwGdmMX7P5irZuQBtSldgwAA7aStKE8XDEdDxhPp/jIZD79+/zxS9+kZOT\nE954/WPMzixkk2UZum58XD0r5JjzBMr3eWxeLI22cZSMtn+I7rvR1I45DQYWcrImuBaLVkrxj/7P\nfwjA66+/zquvvsrW1hZXtncCvHp2dmZ9GrSdW1KIwKirqqIuStLRujfoy0rsH9cuv8MEO3++/du/\nncPDQ370R/9L9va2eHQ4Q4gSITYLQ90zujHqX+fXZwzxnb//W43QOykxtsYQ2iCSzqNSugUAXf5V\nWjDSHtd06fzicpHU/jhpv885+9fFhCDe6seS4OPuhc1Sevzsi9rQ96D19XhNvJSS0dAmM1jploYu\njZhSlpAraa1snIdXaLMza984yf2x2Ha+X871cfTvondpmi7URD+2StO0LIoatZijstR671YtJ8ez\nYB0VO4/ZnB9WR+F3DE+a4GGng2WAQnifBmcB5d53lCl2dnaYTCYYWoqidrGOrATuQ0RUVcWjR494\n++23bZ7duibPB8EayMei8cq88XjM3t4eN27c4J/+03/Ku+++G8JXVMUKiaYuLUSVpil1Ua7FQ0Eb\nkF2QPh9PyETQnRDCWaZ1Sjxv6tufPx46S9M0hFrwCXLGY9v2k5MTDg4OKMuS7e1t3njjDW7cuMFw\nOGS5XAYlrzd99QrL8XhMZdpzRHNTeZlhG+jyZwwGA9555x329vbIMsHB4YzJyOL3+gkm7n3dGGxe\nV/HxeC1edO2m8pIQemiqmkSqtVgh0gCqy4QeS/Rha+PymTayC2/wOJimTyQ9keljYI8j9HG7137D\nYw0sYmLfMYd1OMg7iW1iPv49+gwt9hvwCjSPj/oojB6f9k5XHmuP38NCNW2HfUT91t9aXrRDCsd0\ne65+IbprfZ1S6nN97s+lSUvdwGKxDDhvWdrkKFXVoJQ4pxT2dXi8PdYrxNett91K8rH1kQ8RkDmC\nfPv2bba2JyF0hI8tNJ/POTs7c3l/LW6rlI3g6WMDZUkn5TZVvQZvlLJgdnLK737xSzbO/s1bNjrn\nmTUrzZIUKSR5kgZvV6+3EkIEBXbTNPi8Vmvj4aR9I7C+KsaFGWm7EN5CCKSQmNYKVBgoVwXL+SIw\nPKUUrez6zHtaN03Du+++y+/93u+xWq24efMmr776Krdv32Y8HrtcqN6jOusCtr3kxP5JEI73khbC\nesn+2I/9GEmScmNn4vRJJcNBtnFuh8+IYG+CZfqGF31U45sV6+a5FSFEsDiIpQGtrQ2vJ/xeuvIw\nj+8cT6zhYi530fZoU4f1pe/1c+sSfb8EyGcDpz7HGNaeY++NLXvi/vHXx6EY4uKlW2MMTVnQNC1t\n47HaDns2Opp07i9I9a4R2pzfFZ3XUazvSmBdbyDdmHmJOT7f92eIFcexlZHd3dn4Qn5+dKkBc0fk\nLtqR+XHaROj7yuwmPN/3YZqmTKdT9lzAqu2tCVJIdGOVnhIBuqWtraWKUooD5xXpTUEHeUqiErIk\nQQkRmK+OPL5XiwXFcsnO1pYN5uaYRp7nTJ0T0/HxMcPpJBglgLNGK0rKqgpWS/FcEUIg2Rzmu99X\nviyXyxCkyzoI2r4ej8eMx2MeHNpAXn73YIwJ0r6Ps3Tv3r1wbnd3NxwP0VJdkpi4rRf97h/7ZsE2\nj7vHf/c7s+FwyGc+8xmqCrKsZX//GClha2vown94hXW3hjfp1+L15M/1hauY+MdRA56mXCYHvyyX\n5bJclo94eWkkeh96IMsyMucA43HYJEnWkjYDa9mo6rpGJedNlPrPiL8/CQv3JZbqnwESW3vO+eP9\n+rt9Q19i70sgIQSCWD9vTJRYI0jKFpaNIYmm6aCjaPe41p6LYKN49/M46MbDSH1c3//2ugQvMcbu\n3H4XYOEGg0pFUNSuyoLFwieIsQoFgQidGEvvmm53Ffex7PWb94D29/uYQ976ZWd7CrAGQXh78aax\n1hX7+/tcvbbH9vZ2qMebSDZNg2k63Yof31jfVFVVyC6UJAmTyQQgJHm5du0aB8dHTm/hM5olVJRh\n99G27ZrUtnlHuTnZtH//bZ/UxUUFHY1GSClZrVYcHx+TjbdDfX5O+TDYPmnGeDzm8PCQ42MbguP1\n118Pjlir1eoctLSprZuOv2w4vQ+kd3R0RFnWDAYSKzdrdnamHB+fMRzka3MrrkOIyABkAx2Kw0/0\nx+1x8PJF5aUg9K3R1MKgJCzqkjYxqFQhhbLbXGpkYkikJxwt2pTWWkdClgvK0ppeend3b2fvIYLY\njb6/LdJak7uJWxQlWtsYJ1IK2tYq9ZSSGN3a6IwO4zDGEo8Qc54ODrE21RK/ZWtbE+JQWz2oe77o\nD9i6kja27RYChHJ9EO5xGEXbOfrkkZlnqwVt7YmycjiucdEihbV60S3xJlDI9ZhBYNDaJaRwTh5t\n6/Er14dRfCAAkUjw6fZcexSeuAqbeETiolc2GO2wYt0ijLGpDtOcVbOiqVuUbJFCkaXeEkvSNk3A\nyiGKJ4R1jNLasKq7N1PSKimt84pAGKjLJpgpNlWFRDAaDBnJHIqWZW7tvjUGbW2FEFJQlzVV1Qao\nsVyuUG6u6bphoFJaXWMMzOsyOL0Yh7M3LoicZ4KDqU2oUjUNRbHs8HM0ZbliOJiCESTKCjhl0SJV\nzmicsyoasmy0No8MNmCHbroAdKnscPlzjnLG0Lq8D5mDqwoHlxljyIdDMiKGrS3EqIQhz5zHd7mi\nXC2C7f2je+9Rz2ekurGxd7KEed3FOBKJhYd80pMQ6M6/Q6RLMUREsgfD9b8/jsB335sNx7r+GI3G\nnJycWMEzHXB6esr29jZ5nnNwcIBxAeD++//hcyxruLq1xWKxwChokGSjAZUX2mTEWIX16kcIhFP2\n+0/XmPBpiNc5NG0bguwBqCThorAs/fJSEPpgo+3s5lUUPMkS5PUgZJuUp5sGN8a04iwufaxZCEHu\nMgk1TUNbdYpEKUEEJYg1ZXtc1NlO8Xkec/PHP0y5SPrp+oG+WmFjHX2JAYfLSyFtlhS6PvTXdHPM\nbN6VOMJvGdN522Hv6xA7DklpHNF3GL3YpDA3wQs09rh8uv5yylaxbsamte4UlbrzDfBu7GGX2dh5\nIV0bvfOT/ev6L4l0RF7iToT1lDxZrNBJAq3dnaayS+7u71fWZAghFUh1zrFpuVjPP+C/++f5bGn9\nnVX83e8i4nNxnX3i39/Btb11uOlzMpmwv2/DW127dg1jDL/6q7/K7u4ub775Jq+++XHOzs4YDAYs\ny4Lt7W0ODw8Bqwvw+Sc21X9+bJ/u/NPX0V2zv7/P3t6eJfbpgNdff52vfvWrXLt2jb29Pf76T/0N\nAB7uHzLIE6c/qslzm6ltuSyC92z/ef6ZXRyr86koYwVs/774/NOWl4PQu4XYti1t01CXhEiASkia\n1iWp8Br7yAzPf8ZEq6/A8BJEH66Jt0H5wA5K02Q0zcraVrtrlLBhD31qwOBE5IhqEnnoWLgAvFNQ\n3I7nQejj+uI+eNbS99IUpvPcrE0n7XQK6/7z/fn1T18sxBS/vwHnZBUzGoRZg3liuMc/u9Ws+Vb0\nmfgmpu8hG5+hKzzTrF8fE7l+8DUbyM1+H6gu/osQDjYyKgTRs5CMm1dSoKRCypREGdrZfK1tcRYn\n3/9euRYHwfP9EP/u+jOCAEyX6CV+n5gw2L47D+fE9cVWa32hSogu77L34BZ0BEhg71uslgzHDvIp\nC2chVVE1NUVVUgnFjRs3rOfz9g73Htzn2rVrgPU2TeOAfYggVK0RbTYce0bJ3tdyUR0f+9jHODo6\n4pVXXuHuu+/Tti1Xrlzh7OyM0WjEe+/fB2zY6slkYjOj6Y45Zm6Xs4nx+t+tY2iPE1zieQLrY/Yt\nB93A+ot4qKWPSXUvvT4oxmz2KPV4b4zDxudiCCfEW8lrygoqbXO4Wp7SWYEYY9BtF1PdNqMLXNaX\npvtS7fMq/feJx1xHj4l2gt15rYNzlMFFCDUgpAAlaQoP3bDW//5YLFUL0WH+/XkXMwEhOv1DPC7+\nIm9tFHOU+L02RfeM3fj7fdK9KxhjY/9Lg9024wPj2XoTB/N5GMbDfRpD2ditcSYGCJS1jRZtYE4h\n3LIxSNPXR9hOyVMXm7+15pWSaHfhjttpZL8bY9C0tKIJ7yVVvjaH+oJK11/2d9+iKV4DF/ma+DHx\n3rMxQxVC0FT12vWbiNdsNguY/MOHD6nrmr29PZRSPHr0iOZLX+Lu3bt893d/N48ePeJjr77GO+/d\nBWw4Aevlvr4Lpseg+oT+IoL+eIl+066ku+arX/0qt2/f5v79+7z55psURcFiseDGjRv8yI/8CDvb\nk3CtzRGtGQ6sJeDcBeHz/g6b+qsvkMbXbSp9NGLT/Y8rLwWh72ASuTbpOiml1zHuI+487+zhj0MX\n+KwvpcTX+HqlyyTkt+5NU6GNxdaFMNC2KGfeJoTGtPHW2zYpjYKaCbkOFfhnPZ/+Ok/k16p+Aj/x\njC6Gs9YJyPq14Z1EJ42v2/FvWnCWCfrLtAavCQjOPdE4eSWoohvXfvLjPqG7SKLvrnchDAwIbdDC\necoaAueTBtLM2ujnjtnHDlNxVrPWO34ZgRYaIwTKdPBKa2yYbc+UPPPK82Hk12Co6zbEdrf9mbh3\nVtDz8I7hk/gd+wzOh1vw18Z6KR8byL/L44hMtxs6D4nGoXH7BMlfv729zWw2s6EfXHwbT/CGwyGz\nsxOOjh+xf/CAH/iBH+B0dszVq1cAODg44Pbt2zagoXADh4NCI+FOmPV1dRGU9Lhr+gaHntD78zdu\n3GAwGCCE4Pj4OATR29/ft8pnrF6haRrqumU0GrC1teX8KpZr/bnmuMb5eRqf6+8ANkn7/TnxNOVD\nm1cKIZQQ4jeFEP+H+/2GEOKfCCG+KoT4e0KIp86MvMkhIH4h/zuO4eI7zU/mOGJf7DgUwzUxBNBB\nEz65QuK8HB2EYCJp0nSELk0kifSL3LdfoJQgSbpwonEoh2cdnAv6e6M09azF900cYdD3R5ompGkS\nvYOfoOcnWX9ixmNoj0fP1PavrptgF+/v17pjCr4dlklDotaJXmDOPXgiHmOwZCJJFImU1qbcare6\nMXSYvPfItu3oGKBfaDG0gpJoQZfSTYoA89n22T9LAKyNudAWg1fYXYXQJvwlQpKpJHSOdFBgKhWp\nVGQqIU/SCyXC2ErJz/9zQcuidRMz97jf4h103A/+PXwY700lljDH43EYOx/nxlsWAWRJSltbT9lf\n+IVfsHmL3eC/8cYbHB4e2vFhnUj63/2/mIhe9Pekazad11pz7949vud7vgew+oaqqvipn/opRqMR\ni2XJYlk666RBSLZjGXsS5ucmIh8jChet53jc4jn/rJK8L89Dov/Pgd8FttzvnwL+W2PMzwsh/hbw\nHwP/4+MqEHQ4t/HiqdFIpawSjT6BsdKZlBKRWOzcO1nFTMB/j0O69qWW0HHObDFLUsRQOHy2QAdp\n2dC2DULYzNJSSkRqEK2hbWw6vBgLFrLb2vuitTmHkz5r6UuxflL24Zsn1eEXd6z0C0RDbZKI/Od5\nRw7fnrhNNtZ79xdfbodRI0SL8BmZlFNqqi5dYdNCknRKxD4h70ufmxaAFAYjjYunZHOp+tDI3mxX\nCIE2DbQxFOK/22fbXANt6P+i0iTSjnnV+IQswpp1CmE9TO3bhkXtTfI29dsm/ZI/r7W2StronW0/\ndvf4MAO+r/oOYG3bIlzwQCHXBSrjnBFbv/a0PjfGsXS5kTi5j8VqyWgyDhFIwaaH1FpTliW6brhz\n5w5HR0csqwW/9Eu/xKc//WkAytVqXbqFdWubOF5HVD6YRL+pjpjRGa5evcqXvvQl5mdLjDH89E//\nNKfzJZNhHhLYeMV9VVWczVcM8iSEbXkcATdmPQDhpjns5/qm93tWYv9hM0zdAb4f+Angzwvbkn8F\n+FPukr8L/DhPIvSigwPsxO08Xe2LdpMarHllLHkIIcicVOa9aD1x7y+emFCtnTc+BGuKlAl5mrGU\nhUtcbe8LscRFGkymbLFxd9ak2l5ygGchxI8r/by3seTZHYs7t/cJCCnRQWoF4dIHmtbi2ZsycAlh\niYeX8tffq3uuZ4r+txfuRU9/YYwLNdDLlqOEw8d1d7l/Zz+m8QJ60oTXPuEI1qzT28f72Pbz+bxL\n1G4Iu0H/PDKnpG9bMAYpE4ypHQG1BLMoCkdY7bWemBpjECSgu76L38P3n1cE9+G0NYldrS/V+Bpj\nTDAp9n3pP70vitaaRHUw56bkFUFP4udJT+ptqs7yJ5ZW4x3carVay4IUQ7B5nlO3hsPDw+DZ3tYN\nn//85wH4zu/8Tt566y2OT0+757NO7OMSH3vS+ae5Jv4upWQ2m9ncy9MdRqMRDx8dsbezZUMUO6j3\n9HRGltk5lSR16NPGmf5ukuY75n0+rEif4PcTvjyOmT2ufFiJ/rPAXwam7vcecGJMMNt4H7j9pEqE\nECHudlVVFMVyLUFD09Q9SMCc24Iul0uSJGE6nVKWpcX5TKew6rvWx5O9dYsYCJL/aDSgqgrOFhWt\nBmkMiTUit8TRGCpns++dRbTubPX9drdtO6VlltmsS/YNNsM4MaH0UmIHCXSKUL9A4+9hUrWbt4V+\ncviQub7ESYfh/K7BF6112IJr7Ym/3+puZmQxWuVHz8/RmGH4Z+rWK2oFOFzWY/o+gYivo64bkmQ9\nHVvbrjudpUpStV2O152dnQAn1GVlE3VogxISmTonIGflpZJ1XHs0GjkzRjveq9WK1ggEjhEZ7RSt\n69hCX/cAACAASURBVHqmPBkCHuKxep9uXlior649dKLcDsju/pLEEtJFWayNiyfKntB6Z644UYjv\n147QdPHoY4HBzw2/I/ZBzWKFs9aaLIK3/PqMoUnPtPx6889ag1ndeiyK2q3tisMDa475la/8M4bD\nnNFohEgUGIvr2/G3MfPH4zFNQwiTHM8fm8mpfiyB3yTRbzqvteHGjRsu29mK//Q/+3Nc2Z6Gua6y\ndYbat3ryTL0Pt/hPa3F2vp19eLcv0PXb+7Tlw6QS/NeBfWPMbwghvs8f3nDpRpFLRMnBMzcZvLTh\nPf3ApepK1nEubwUTT+xgz+yIuFdO9YlYX8Jfk97oUoNlWeZiTs+YzStaA4nQCKPc4nQKNG2otctJ\n6ggEeGx/3SzRmHXlom/Per9sPu5NO2Pb2/51AV/sLeD43Ka6+6XV67uQ+HLfPm+R4/tPyvWt5jqO\n7+4x67/jPghtukDx6O8LSIH77rFlf52UXZ8nyjIOCeSpYjjIyTKfx0BjzWRN+DOmgwb9pzelXZPG\njMGzLa01Rgp8aGSNQRrrJSmlJXwtNqmH9NKZkhArRqWgccTVEr+GsqwCwfVQU4yxx5E+/byPdzgx\ns/PEuKxKaAVICzWe211Y9AKNZVoCG7PZO4tt0jH14YQ+nuzPr0FBQgQxxxgTIJ5vvH8vCHuf/vSn\nufXqHb74xS9y5cqVUP/x0RFCZmH3Pp1a4luWZeiHdcsnzn2/qP0x+ZJSsr+/T9M0/M3/5rPcufkK\n9+8/pAX2draYl8XG+h5XngZu6cM8z6t8GIn+e4F/QwjxrwEDLEb/WWBHCJE4qf4O8I1NN5soOfg4\nzw3a2h8nUqEGgzW8XZJ0+BwghMRgObzRmqbVtKqbSD6nKNiFGHP5i5R5gQjrBt0IVGoTVVv8+pT5\nsqCuwdDSNC3ZwGfYadGNTergvVwDyivW09rp3rhdNJD+cIBWNkjlm4i2Z5Yhaq+xBKwjjk8nEfQh\noHXiunnxxETZLmqNh3tC20N6wfPB0YKkY9af76Xb7pndp7WK8cEOIEmst22rbQz8JEmgbUiV3TEO\nBgMSJ8kGkSGWtMx5yyzvmSjo4CY/xsZ0DM1IYROoCB2IpBQKpdy4O85kjKHVmjqy5vEEdyQEQkqq\numa+WFBVlbVcMYahS17inxf7QMRe330BoD9v+sQ4hvzisfT1+jq11tTRZX53IaP3Mk76F0IgjEFG\nOw7hr3PmqNopYLMkoXVrta5r9h88xAj43Oc+x7Vr1/g3/+1/i7IsGQxsLuHr16+DSEN4ieVyGRTG\nSikbRronIGyar56oXzSf83wQrG6WyyWnDk769o+9xu+9c5d8+HQ2Jpv6Nv7+uLX4uLX2TYNujDE/\nBvyYa8T3AX/RGPOnhRB/H/h3gJ/nKZODQy+yoZIhi463dtjkABJPVm8JEZ+Ptf5Ru9cmt5+IsdWF\ntzBI05zhcEiWZew2De/du0/V2OTb7aoiScQ60WB9+6LUulOP0ecjKW7u2/XvQliJ2Utmvj9CvSau\n15zbQolexWLzJqu7PpKg42Mx0T7fp/67t3fv8OBO37KuROy33x6ImdimLet6Ll/jnNQ2FUsMG4b5\ngMlwRJ6k0Goa3a7BdeH5vW1y/J5SSlrThfd1TXXmtw4Sw0BkmimTBCkUbSvQwkJIHgqIk9F7Bl1r\nQ5ZZS5350sagr1pNYzooYBOsFjs19Rk/sAbnxAYJ/l7ftzFM1ZeKLYPa7KHeFzr6En0sVAlhw4k0\njdcrCPKBJZpJatu3tbXFcGgJ+9//+Z/nh37oh5ivloBhuVwgpA2PPHChGiw+noSY/08n0a8T+r5E\nD9aB6y/+pc+QSJsT+PT0lN975y5PW/pwTf84j23f448/q7T/Iuzo/wrw80KIvw78JvB3nnSDX7Se\nAAjnOu4JRVUVPamuC5oVJqebdP63v99bOsS22+eIC+cDb1nYp0KluZUEk4SqapjNz5jPiwDN2Ilr\n76va852/Ptm6oGTPUjzB85YL9lhMNNevjXcRF9X3uNIn8P4z/ouhAiuVNgGD9tZFHwRL9O/micLj\nICc7b86/j5XmhZPwpgyHQ8bDUYjV7+MC+Wv7hD5+774E1hqNimKiNG1L5uaYMcbu7kSnGJVSgrYx\nS8qyZDabsVgs1mAQrxdqnO7Ex2vSxlA3DYvlklGeBRgHOvPOWMm7yTzZE/m2bUNoEd+n5+HBbg1u\nIvRGr/eFX7f9MQnXmw5GCpZHolMGW8u2Gul8Umptr3v33XfZ3d2lrmt2dnb4mZ/5GX7wB3+Qvb09\nDg4O2N6ZhDl4cnKCEIIrV64EaCvWP/Xb1c3Jx9vR+1y321tDBvmIBweHTEcDXtnaQgjBscs98LSl\nT28uKh90zTypPBdCb4z5PPB59/3rwB95lvtjSMBPstgeWOt+7ItOceGlLs06Zg+dVN+3soHzKf08\ng/A4adgG1yWVq293d9vZTWuKokI7u3CDNeOLabiX9jwkZAzBK7N77/OD6rFuf49/X1/q+nw8ercr\n3lDfej2b6ttULtpe+p2EMWbNoiAQqshqwycej+uIoZtwvN8Pa1L1OlHaJLEmyXr0SSEEg4GNgZ6m\nKePUZ4DyVi0a0CgMDdZkEqExtK6/BK5RGLmZ8GthSGWEiUf9UGvLSKRoSRK385LWC7fRLUVVUlRl\nIJB2rkk0hqqpwXniIkAmKty3WCwYj21qQq9I3YSHeyLn2+P9SbTWVG2DQmFc1E+DCTmAhRCgpD3m\nwldoo5HC2eNDyF4F6zqAmOlfBA/6Nha1VcIqIcO7hF2Tg30mk4kVrtKUd955h+/4ju/gZ3/2Z8nz\nnFdeeYU/9ie+L1znY/T79/TzMi6bJfvNx/z3PB/wwz/8wyxWDVd3M3amY07OLJxWNvqpoJtNhL0/\nV/vtvAh2ehwE9DTlJfGMNWi3lRZCWFdwHCEGxsPRunWJ7O5r3DXeVd1PcI8VxhCOV87GEotfcMpV\n2nfMCO3Tzpkqy0P41qqqqCpNa7oIlo5GWInfdOnEBFh7bhPjzOcx90RtXiD+7/9n781ibdvS86Bv\njDHnXM1euznn3nPPPfe6btUtl2NXKuVEwbKLWIoijGSBgvzgJEBEsBMTIRkI4gmLlxDBgx8QyBKS\nkQIBhwcc0zxEVoRsRSBsKQRsJzYql+1qXM2tuu1pdrOa2Yzx8/CPf4x/jjXX3vvcc6pyYt0hbe3V\nzDXmmKP5m+/vxAh66EABY5e5QlCNv7l+PbSUNrXBNHGfIi6sWTF2rl017cTeLOfaQAgYJxKbkug1\ns9YHu+s6OOdwfHycCkPYrk9ZMzXMFkJAH/fMlIodAFTGINefHadbMC6/5/tz8r0kVQ4OfmhgbYCt\nZ/wclUMwnKJCwvzJjqtkjecm/0kwjhTykPFKxanSNVNL9nIOusHvEWR9FlKKjxBQEiJjTEpFkKR+\nTyADrl4VoRmpr6xhvhLSkQRs8iwCYxERqqbB5eUlrq6u0HUdHjx4gK9+9at48OAB2rbFN7/5Tfzq\nr/4qlsslfviHfxinp6cwxiRPu7Ozs1R4vdxn+n8J05QSvRD5B/fv4u13H+G1+/cQQsDFeotXXrqD\n8816cs2m2k1E+hDEVKIYh6Cg27QXhtCXuW206rhcLtMBApBcE7X0T/1+dj/NHTUx0oRT7rOIlW8o\njPOqyGZ0dR0NPgaLxSLVB91ut+haZh5tECzdwAfCoIRvSmMbL15J6JzbT2KkjXBHR0ejZ5NnGLmw\n4cNtBmla9S0lDBmrQGGiMYnan8ddMpixQbXc3JkAYe/zUS+pG4L32Sgp11trsVwu057p12ysc71L\n+YkE4hNXUXlOUxz+8rnLz43JGLXWekZxHKFKc6STmWlYQ6JIy/1PREmz3bQDjFknW5Jg0W3LNWSl\nf53vvlwzPXa9Xlo71mM4tIdkfKJNa/uZfj9F7BdLFtrEv99WuZJV3/cwlUsVrkIIuLi4wOnpKacG\nJsLx8TG6rsM3vvEN7Ha7FJFaVRVOT0/xoz/6o4nJXyfZT32mX3fdgOOjBo8fP8a9u2f41rvv42je\nYFZZPHr0GG5+64D/NGeHPp/a5zKeZznHo76eV0fP0o5mDX36tfsA4iaMnLWKaiMClxhcznMF+a7r\n0Ldd2lAX/QZt36HtOwxxA6HighXB8CZqmgaWuB6mHwZUxsIZC/IeTqUUrauKw9IDwfe8cWezGUJg\nNbrre7RhABkHcgabaGDbXXXwAKvdzmAgwiDCNQt9TOXIsNERgIVL6XItAcb2yZ0OQAqjTxhnDNkX\nQ5TYD+SwstSxGbmWZg+msSE4BzMVmywaTeua72eMYSPmMKQUAi7eD4GZU1PlNAJEhEddG5lUSNh9\n1mTiNFB+rY2C0iqEaOxE8pdnjYzvud0GzGbZI7PvgdWqxv379zGbzbDb7dBsWoQQsFgu2Sc7MOPc\ntS0eX5wDhuERIsJA7DpprYVrYkqNNof+a7ddkUIlhkIIk3iDSGBWVVU4WmQj6GazwTvvvIMPztu0\nLU5WDXqfCbs1Fe+zWKJvuVwCA2G32yGEgKOjI5ydncE6g4vHT/D48ROcnR3DKoLBWizXmk0eOVE4\nEcYi45biIUdHRyOCLdqCnLHGjdNEiCFZ3JGbpkm/0YKShk7nVb0HX8g9S8+hUmiTP1dlH/1SO5d1\nEO0EyHj7gwcP8OlPfxpvvvkmuiGmaWi44LyctydPLvC3/vP/DEPvAdjkhooyv049TgkRCsyfCqEh\nGDt6BiJK8ynPp//ftq3b7jeJ6Aduuu6FkOiBAhfGeJG1lARk75NUS5bGmPFu6Nnv13uQ9yADOCGk\ncdOStZx7vcDO9WazMKiampkBMZFM0hoFuLpGFQNLqqrCohpwtVlj0w3wQ9Q7lKZoEyE0HKgjUhPt\nwzE6b49sQjkw2pNF+1aX0cAautIBMm3b3wjfcN8EKWxAQ4adLLFfdXKG9gGD9amWAxEHtsjYUq1U\nleCsbMaEvTG5iplRCEDXCQQknwUcHfFziYFa9gqApInRZpxBULyCZD4P2cZNoJgRbdy0hqPtBnrO\nS8nc2hqXl5fY7XaYz+f4xCc+gdeiBPDuu+/ivQ8uUNdIxPd4dQpbuVR1zVqLmWsSw2+ahuEbQ3z9\n8YoZYBhHlM/nTXJGKAOpAKSgPpmzrusyBFNI9AK56LkU90PRkK6urkZ+7OV8ldW89JzlfTCe11Kj\n4v9hrw9ZexEGtHbJcQkt/vAP/xDvv/8+fvM3fxMfPDrnYvN9h5/8ib+GJ0+e4PT0Dv723/nvcH61\nwdFsNnr+UbtlGpMScizbbYj71HdT0v9N7YUg9IR9Qk/ExiC9kfqRASvDMd57VMbCxuRPZIC27zEE\nz4CBwhaF6xuoAB7ioCcAaCqHQITBD6itw3I+gyEpTm2Syu9BqCtOa7uIUt0lrdH2HWw3QFCbJDVr\n7wTKQIYxBGejam8sCDnvuhB07RInB1PnLdeeEkSEapY1nzEsIoelmP/isAlzogDOyEhMbK08j+EK\nU0bOswVMHxCUIXm+YoObN5xQzCJ7SEmf2jliavP2LWE248hRgfaEcLVtB99z2gKpOGTBr4eux86w\nC2ND2ViqYS65Z/CBjaVCkNT9Tdh3HdRNwx6awGpiKetU1zXatsXVFeemPzrmsnyvvvoqjo6O8P7D\nRyPCVLvMoI0xODk5ZduVWqtAHtXpKVarFc7PH6fqWgBreovFgpndwNpBjwx1yT7WTE8Ifem1kiRp\njOfCGDOyfUm0bAkr6iRr8GGPQJf/S+2u/C8roY39mjloOBFA1MZZC3vy5Anef/99nL38Cno/4PJi\njZ//+Z+PTMvhC3/wJdy7cydm0AzYqzL0IXNVTeHyU5pL2UaBZs/QPioO/lH7qH3UPmp/xNsLIdEb\nxJB6Yrc8QlTDpMaotfChx6ZlibAZqoQdkwmApVSztLIGtXPwPsIn1gAGGIYeIO0pEg1pgWAriz7k\nYKsQArq+h2kMe1cQY/OATZLQQAFVzdJ+FTMLbjZrkPdoKg57J8ducwAweEJohwQHWDgYyzaCSoxX\nsCCMsw6W3hSl15CWCkq1W36r4Z3S4ClwjJbSEpZuTbQfZLdPa6KrnUGGNogLsXCGR17HsNmM1lgH\npTmXw/Z5DNMpWAM8mghnJAgjemn4vsdslgPa5B7yWQgBGyLA9Aki60NMu6vSM/Me4E14yPB63Wfa\nNlJeqyER8dR655138M477+BOdJO9d+8eHjx4AFvVyXPkyZMn8MQ4s0jl2+0252cSe4nhOVwtFjCG\nEnzDc5zz2QQDmMqlhHHlPJfjLY2DoinO54v0XiRkyfEiuWbyvhprQ3taI/aNjeUcaiPvGK8fawHl\n3tEQr/yXc980XOrvG1//Jk5PT/HJT34SX/jCF/Dyyy/jH/0//y8A4OLigudZnxMTwD55t4dOyueb\nkuqvew9M58wp1+827cUg9MagqXLhBCHAQiTrmP8j5aOxA+YhjNK+GkkBbCwa6zBYB288p14NQDfk\n9MVVVSXizDYWA2eiV45jjiObPblfOochFloW+GSQIs/x4F1eXsE5mzxnApEKoY/W15Dz1jtTxa0D\nIAQM5OHcuL5tSagzIeefEeWqTzJejdmXuD1fP1bBpS/ZZ3oPWaPquYYAGtioW1Uubfq08XwuwtJu\ndpFBjOdR1rtkSHmM+d4niwqr5VGCPQB2gyXrUDtew6aqsYwESAzVzjl0vuNylDEV8TAMCCZmc6T9\nmAtjOF98UIWcNcGbOqTyXKU/u3yfbSJtEkzYp3+evKd2ux0HAd25m4jQJa2x2W05rW/0rLm6uEoV\nsELgSlXGclRoWC4TPJJyP3mPzWaTIE5rLUyVs4CKrWdsSxhHn0+tEZBtZNpzSYK5pgibZi4Vpj1M\n9G9KIq7HU15X3o+I0ji0cKRdOuu6xhtvvIHNZoPf+Z3fwdnZGb761a+jbVusFjOsjo5xfnmR9qOG\nWXkITw+llHsDQJHWZXpOShhM/z1Ne2EI/Sg024foc66lzPEi98HDDJmAVPH3FgBZl6z73dBjCAGV\nsei9Z+ObdSCjfdNtYhq82QGaNbDWwRMXfq5nDYZhNxoDDR5916Hd7fhQEmAC+4+3A2XJF0BVWzSV\nxRBD5m3ErpN0PmFE1dKMEBRJ71oSHn29LrSiv9OSW5ZoZQ1yX6LccJ1X6cOAiMP0EQBHnJfF2FyH\nNSDAyvVhyOXxIO54ce5kTWNYq5E/AEbFCbzy8r3kFUI+2iUibl67KuHxW2LtoVUxE4j3bhZzeMT9\n0gVONwzkalESN8HGhyTZO2vhLBeE160kPKXUWq4LESWjqnjQaAaz2+24FB1Mrllbz3HUtdjtdri6\nusL5+WXyOJN79H2f6uFaazGrcpEbWWN9H+dcYnDlHitjSqae0RiD9W4LgPH/2WyGylkMxJJ9GHoE\ng5FTRK62xZGFJnA1LelX/k/NmfzX9g9Sm5W/K10TCQDB2hxsCWQPImY4vOcvLy+xWp3g6KhDNZvj\nm1/6MoYhYLWa4e0PPsCiESGSJXndjLkpiYi6jvI+K7/ThL60U0jTTJLP7X6Kk9u0F4LQA+DqO4Zd\nIakMGgJGxBjxvUfOv7FwFSSwsbYOtokGTWvRDhyNZ6M0l/pVE1hVOYwdFL0TCNh1LWpXoeY8Bwy3\nCFOxlg1dbYv11VWy0wwDpTzalUA1xiL4wJI9WfhhgEdMhwuXCp5736aNK0YlTUzKkHP9HIc2FbDP\nLPfVykzstWTvldsfUayLipwi2FrL8BYAG7JW4UJbGImv86tng2tZIWzRzGLUs8G8bjCYIRGOylis\njlajAy3z3Dgm9mZuUFc2uaiKH70Y45ng5QpGsDZ6wEYmds2BnpL6hYHK3OrPreWc82KQ7a82aY1n\nsxnOz88T7DSfLXFycqKk/nb8jLEvY1S+cmdhlLRcVRWMZSOkoZgywYzXckoT0a6Rep8DOXq89IAT\nZqGNuaVBWuajc/uwjJAuilovkZwf/h8ojIiiNVlbNmBo1zD+CAoBF1dXSbuTtfJEGEIAeY+27/Hk\nfAsPgzsvv4Tf+I3fwG7XgQDcufsS1ptt3P8UbbE5N3aIaaRva5K9Cb4q570k+FOS+4cxB78ghJ4j\nYcHIC7s9Ih+mvu9hnIGLcIuWhGWCREIz0Vuhjn7E1nJyMU8B8AP64FGBYGL4u4+HkHwsxKCkHe8D\n+n4A1Q3sfM6h40oV1rmoW0+AFZmCW23AibQAdH5A31PcpD5dYw1gaoumYT/0y8vsDghgJKXJM+vD\nVx4mIuIiIrTvjSN9aDe3qSb+vd57+EAx7DcwPm8tF7BGzmufYKNaeQn1qnwd5cOs13XohVgYTmRn\n2B8/wS8x9ayzFserFbz32G63Ccbx4mWiVWJjELyHj++PVsdwdQXqu1hlygDOwhbaovxWPnPRU8gf\ngG72fqvWZ4oZ9zH0XwSWbuBnWK/X0Z97liAmPxDOZg1Wq1Waw/V6A1gD4y1qp0o8mpw0LBClNBPW\nWhhbJdii6zpUzXyvvJ9g7JKKoHTP1YFc+jklYE67Mcpz6v2rhSljTKrbq+dvCu657rUx+5CO7lPs\nIRqjl9Tn8oyvv/Ey3nnnHbS7Du2uw+nJCdq+w5e+8odoYsyGdrgJRmxV8YR/GLG6aKWANqVpi9hm\nRNNU0eLGGIaOb9FeCEJv4qHiSEImIkY9UElYhbAZY1HXMdqwZR9j3/doDWexczVXipIiEfVRxUZD\n79F5ds2zAMIwoKpZNfbBY+h7eIgRh3+z3m7gh4CBAuAsnFro5XKJ2WwG32RfdWstDHLU3+X6CgMG\ngCJxN+y+qDUEUe9Z1czJ2QS20YRVE38N0VhrMZDgkj2m6Ln3A7i2bQ604gMAAIQq5mWnQKij9Oij\nJAQAdRwDEYF8wBBiOT6IXSCgcew+Wdc11wlVz4RIvEUjriqL2Yx9wwVn7nYtli/fx8XFRSKSEgxD\nxMWwj46O9piYHBaZp67r8JnPfAa//uu/jtlsBhP97sUfvR+UMVvKWSaNJud914erPJiSQlfsPzKn\nMg6ADXxHR0fp7/Nf+P10j7L8X9d1ePjwIQcJLpf42Mc+hi984fcYLqkqrNdr9H2P5ZxT6Q7Woq5d\nKj4CMLwybzKM1TQNtm2fvpd9lZiLODMU0bsixRtjOBePzJVI7pWDhcu2JAqggV2bE/F1+ZyaITsI\njAr/xCZandg0dCyBXJ+K9xATXe9zYSJjLEKYrpYFZG3EVAP8EPDN977Jxu6Wo2ybykWYNruqkjVJ\n05ui8Hrv5HGNi9trW44IZfO62etnyrW1fH+dkHaoPWspwTMA/y2APwGegb8G4PcB/D0AnwDwVQB/\niYge36Kv0XvyjEcFO13sQAhCOujBg0CpWry1UhCagMHDGZ7ofvDwEd90LnrvVA7bbY5UbGqOJoTh\nPCQZY21gnIUL0Z7gHJzNxKdXGgYHXOVUuLOqhiFg2zGxpwiBGD/2YAghBwbJ50IwxJBUwgUifYk0\nMAxivM1zFuFwEDFhlesF6wRyWuVKpF0CDAIMsSdR7XItzBDYb16r6ryJY1g8+KDLgWOvm7yJmSjy\ngZYEZCVerKv2yH21Og5kpi9N23qMMei9ZxtN0yCAjZTSv/d+Ug0Wv3+jEjqXUm0J3ejxCDPQsIYx\nJgVMSe50AMmXXWxM3Emu4rTb7RJRXK/X6R4hROHDe8xmM1xtCGHwI0+mPgYM6vQi8p3eO/I8JYxT\nwg1a0NJeS/KcOkWw7md0byA7KMRrpNANwIKP7/sE1w7imGBMuj5J2jLmWDRG9vEUIRyNxVlsNju0\nLTMkmOx0IPRDWjBljCsLAhK7cQiKuc7ukPouYJnrtJtnbc8q0f8cgP+diP6CMaYBsATwnwD4h0T0\ns8aYnwHwM+DUxYcbsdeMizjpSKUZwn7Mgo1Yvs2bZ7GIWeyQvSG0tFobAIaNcMFErhoMevKwg8Xc\n5URRAABjOL944E3dB88CqLVwUTpxVtID8CiaWg4LR77yIeDuGrcEFsCTy4sE9ViIahYQgkE/+Oxq\nGjeQlrRqYUCqyfPpCMc+esZIM2nzstdAlkb3l8JaixDD/m2cXN/1cBFaGogja6uK8WxLlP7KNQVx\nPhofgKYOWEbM2VqLtm1ThKdI8vwMnr1lDF8jaymVvyTjocaLS8lpBDF0HP0pUre2OSQmpIatCTfD\nIUUGzoLQ69e22LsyHu/5frvdLpXGWy6XvFZRS9LrSpRT+0oQUj2fJZhnFgMDWWNj7Waz2Uxqepyr\nU9T/McSkhQSZS03cNXHS0qaMTSesK7WdKULPkBhGY5D7ynXazqG9iLQ3mbH7EbO6P53/COp+eiwP\nn5xjs9tiGET7czCOo9XTuExBrFOX13u8iEQ/ItTFfOrxlt5Oei3Kzz9se5ZSgicA/iyAnwQAIuoA\ndMaYHwPw5+JlvwBOX3wtoWee7LnCFIAAwxJv9GAZ/AAijxDiYShwKmMM6jkT6krcAYmlt77vEQAs\nY6KjEyAWkPBohx69Z7V1OWMi1PsBu75D1/dsvANvuNpGQ7A1MK5iCcBVHD1J/FfV2dvDW/bKSRvM\nAdZUuHt6hr7vsd5tsdm2Kc+KMUBdjY14crgEthACGecbAFJ1nWHwiXCHwqgqxD3NNwn+mjefSObO\nOdyNc7lYLCB50oXZ9H2Py806R+iSx9CrEoqIRUgCUNcWADMU8XEHkPKiaIOfli6ltTHXCwD0wwBj\nLWZNA1dVCNstBu/RR794adY5OO+5ADoRWt9hs9uiaRpsNpsR4dBzbU2W4gVKtMgl70pifsjnu1St\nU/+RUAk0wmUqkXLTi/YCABQMhjAuhF7P58ljh4jgux7WRqOrswgxNqD3Md32MKCqmhGUlBQGyjEW\nmshOaS26TT3XoSb3EIk/2y7G2H05XyVD1Z+L9uaqaW1K/143vW6S9mEdK3iN9hxZEMW8UKoLMcge\ncoc0Zt9of51Ez385AZzMUTnmF4LQA/gkgPcB/PfGmD8J4DcB/IcA7hPR2wBARG8bY165sSdZzQlI\n0AAAIABJREFUwEjMKsMHLB1GxxtlEOmqzymIEQ2k2z4m2rIONXFwCEsQBgSDbr1NhlrnLFxVo7Iu\nHajaRfdKAoLxgA3oicfRExeX9jElAyx7ZZBBDPtn10Px1XWGQ5+CyVuDVUyP5XyBMJ/D1hUCAZtd\ni773cFVO0iSwixxk+bxtW2y325G0xXjnOBd+luDVvUdeNSbl0NG+1NKqSN6O5owRp1w1htMoW8Pq\nc9d12LbtqAi6s6KRAPOmTtK4tRbiTFU7i6Zim8gwDGi3mxHhtIhBa9EeYgwb0y0FzFzEoJzlACgK\nENM2EcH4ARjYI4tV/wEXFxe8hyK0p9V/TaQPEZjbNGHKxuRgN2klNts0DeoZy7ZN0+Dq6orJiEjF\nitBL36aqsFqtYK3FxcUFdrsdu4BGI6oQc7EJMVRmk7bEWs80kdXMaEorSDAYSfZYSufOxDOYXDfj\n9AWKdWZJgugCEDznwy8k2nIeZc+X8y8MMYQ8TufiZotk2BhODa6ZmPQ3DB6Xl2v2ehocKBiIjhHU\nmDyy3STeeXKcN7URA1Pzmb/P+XkOMajn1Z6F0FcA/jSA/4CI/rEx5ufAMM2tmlHFwWfORU8OAxIV\nzxiEOAF1zcYRisYgdrkjhOBBXhZoiF4bFUJVY1bVqAxb2yvr0IUdKBCGqO7CGjayWAtrHULMKexg\nsKg5GVSPgHYYMHQt/DAgGJb5HJlYF1QIJG/woWeCZp1B5RyaysJhXMQ5hAHO1ZjXDXZNjV3Xwgck\nQsnXpjlKm0A8J8oNkTQGiFcAZ8rTKq1oDBkGUZrGBIFrY/WcXV2hMojPFrMSGqCpLJarFbquQ7Pd\noG3bkRRkjEHwOYBJJDo9JmHqwkS4rNzY4C5Sj7wvfcOlT/mNqP3iEWKthSePJ0+epPgDgYi0JpMM\neROI/XWYqZZaS6lej5OIEvS03W45/4zJhH4YAiyGEaGXrIkyZ5KBUWAaIoI3OaCublyMLOcx9n2P\ntncj4cGYcfppLWUe2gujfVhkgJuSpvV38l/myRiD4BzDp+AoayBroM5Z9oiqKxakiGAiY4AxCJGp\n++BhKMCShaWgDLGZYYWQ+/WRVrR9h/Vui6vtBlXFVaqMs0x3Qph8DjKlO6Nct5/xbsxADxN6irYy\n8ajR8zMFDT6P9iyE/i0AbxHRP47v/xcwoX/XGPMgSvMPALw39WNSxcFXs5rSofGKy8UHdcicHmAM\njgpj5RA8POXoV84+WMHF4yuqskw+owv5IG2u2vQ5jI3Sr8HgYmV5A2zaDnC8iaxYVBGxbIMUkSeH\nvqkbVOLJEXH7q80atWW8fblcAsZgO/ToI8FjSd6MiKRg8F0f0NT7Kp5E7DnHG77z0xKIuC0CrHno\nerxiA6iqCi/V2fhmQbBVBWf5ehtT0sIakLOYzxpUziaDmszvrsu+00dHRyPYSRN9ubdIYDIeE7lW\n74fEGFIVJiAVvHB1lY6cZMrs/YAASsT9/Pwcp6ensZ8qed3IOiWJPjJuTo5GKYjtwP5N/zXTSAxG\nubuK15IxnKZ4tVql9NXsCjjuVxMJGeN8Pk+fLZdL9H2P7XaTtKWu81jM5ikdhGgWbd+l6Gs9t1qI\nkD9tY9BanrwvGWrpSy92Dw1zadw/hDCq2iVNu0GWXie6f/mfon8VcdTPJedGCxZt244M20D07Esu\njbEvV8PRAEz6T4YM6ZTG2GsUP2FUeT7jb5Gl+inoJv32ObRnKQ7+jjHmG8aY7yWi3wfwIwB+N/79\nBICfxS2LgxulUkrOGk3oSdKjOpW9MsI50gbPUhrnQXEItkcfCb0jYH1+kdLA1rMGlXMIQCoUvWgY\nP+78gKHvmPBGi3vTNLCosd61qYLO4H0qrRaiBlI3dfSD9hjAOXDS+oVIKJFd046OjtDMZpgNPa7W\n62hsC2mckhlQG1qBfVhGM359QPVruaeEqpcYreRVmc/nWLQ8aIGKGt+knP7JhTNkjyfB9oOScC08\nY+zWYhZzs6/jQNu2RR2JQu0czGwGQ4TtdssE0Tm4qgKZ7LWjYxa01KMDpkrmJVDCdrtNwUdCfDSh\nT9IT5RjIktjJZ6UkPEXotTRGRFhE916uO8x2hzBIwRsuYuNJeb7osxH7OlqtEoVYrVZxLjgFR1VV\naLst3KpKRl7WIjqeTyva076B79DzlDBDCAGuLrXT/TxL5bj1PIRCGCj3suytKW8UvU5JWCu0Ke2A\nofdF27ZYr9dpf1lrR2DMWOM1UYsIKlhqX7J+auimIPLj68ZMWM+f1gyfpT1T4RFjzJ8Cu1c2AL4C\n4K+Cz8ovAXgDwNcB/EUienRdP8tZTZ9+cG9PBZO0rOJ6J2lSRxMS++gG9mMOQ3Yns5ahHJEaGRLK\nueyFQDljsbsalwYLYPe0bmCD30ABTy7O0fYsLbq6gq0qkBh/lVvfSEosNoQQIi0NaW7+1re+hbq2\nqGP5uZREbeBUwYFRpxSFKxu2adivfLFYwnddIhZkkFRlOaBSeIKIoSz4gFnNBtLKORzHephyiCoT\n0wGEmDgrlqQT/Lz3AxuvoxRd1zU2XZ+ItPiD6xJ4SfqOUauSa117g+jC7sMwYLnkiNEQAq6urmAt\nV5MSKVaSgml7D0Hw6XGKXtkjgmHLOpWeJ1p6tNamveiHLjGgunZc78ByOcEhevoII5qtlkmalDw3\n2nceAH73d383EbGrDeH4iD+/XAd812t3cGd1dzQ+GcfV1RWePHmC2WyGk5OTVF2p7/uR5gIAvRkX\nEJd9KHtyPp8nDSEZwSV2oq6TS6EOPALGhFi0s6n9zfPqR30bY0ZaSN/3+byrKGkJ8Or7HucX2yS0\n6HMma355eZkL5sR9IaUJxTbVhpwcsNSetKajz4H+fvBjaG6KYZYak0A20vS8aA1XxlKOo2xEhN3g\nv/2FR4jonwKYusmPPG1fXMhirCoTsXtjXsyJxFjxvUi/4iUjkxfAanhyx4uEWYiBHP55JEJyX08B\nZAzI2GThWS6XsB174xhnWeKMFYusSJ1j8Xr03hiDKkoTKdS+WNA33ngdu90O6/UWu90OfR9SV84B\n87qKkb88XhuNwvLa+7HES2ynysVCoJKmSbWoKpe7Ew0CYMIo0NMwDCAf0mEehiHt2rQZQ4C3mckK\nPjy1YYWIahczPf8axtFBS/pglgTHWpu0lXSIsX+INaSgx6OZTCldTjFtGeuU1KoPrO5D5lKaPN9y\nucR2u0UIFF1sJWXCJvWt55rjEJhoHR0djeYE2M9EGUKAj1qYDrqTZxWiX0Ik8hkRjTB6LT2Xayp7\nRMYpUrTcR+ZGp2LQYxV7hvQnjFmeTap8icDSNNm7CGBoS/rRc1cycz3uck3l89sKwiXUckjin/pY\n75VyHCWks9eG20n8L0RkrLQQcW8xKgkxSgUNIr5XkSb+PDl1HTeWY8PqYTWU0sbTgSSzxVEaBxtg\nYkWcSOgtKv7cVYwbG8TcGXkTmuSVw64n1tq0ssKUeNwYhTITcdAIhYDj1RnmsxmWiwWCj4QCFI2W\nKg+JzYFDYq/IOUWQ0gkTciZQAo02DxGhMjYdFgOpOpQPbxWraw19DwTCrKpRN3VmpGbMsNI4bD7E\nIrkLwc5eEEM6dEJggCw9C1HSOX80IRZJX0vH2j+9bVu0XQ7Y0q6cmvmUDFdjv1rSOgRFOPU77zlI\nTmsJotlI/xKAJ3MBIPn513WF2czi7t27ODs7S1rA9mKXxiHrLPOzWCxyUZcJ/LpkEmltlUdX6bet\nPxMtMBV4iRK/fK77FBdSCZ4qJWb9Jx5DpUQtmohofvIMwkAWizrVyhUmIH0Nw4CTk5OkAcheKPe9\n/Nfzo++jm35/G8JfEv2bri3339RaaeHtEBO5rr0YhJ5yYJC0FKtg2dXMKkmAnBsRe0BcHCPBqFwK\ndJIJq2yu1CKMREsSEnWI6Ikj3j8wQiAAO0TPEMQ6o8ag8vvMZJ+55FYSDyBLXyEEPHr0aKS2Ohu9\nRWDgjEc9m6cNDQDBZ8tOzmGjEiQRu7hJ7EBA1DxiFjxrbYJtUtxBTF85DASLkOaLa5Jy/ym61gBk\nLIgsazfE6jm8AQ0+Jm9jeEigt3rpOCSegOA59bF4PVhwUjqKudOrOP+SI8UEHsesquG7HqEf0ION\nvLPZDLOGo2z7qoeDQdtesvAATn5lrUXwHsGyiTJ4DzjH3xn2vhjivOnSfMJ8rLUjTUYqJiUm5LPN\nIzEOH1IZSxM4ZD/JYTUnaPtj3/0pPHr0aBSEVFvWqHbrDZyrR/tGhAuBj2Sc2ktpdJ6MwVySxMVx\nkomGeOtgJAQkBPh+iKU2OUvoMAzo2y4x6hKO0TiyaAmJCRZanRB/HU1dEnree0Ni4uIkIH2sN7sE\n93nvsdvtRkKGzINopjJPI1gG+0RUmp67Q9K+blMMYvq6vY9GGpT+3UhwwD5DeFpi/0IQ+kCEXTew\nh4wZY2HWGHjP1m5VShdwiKXe4mJEH/Y0CWbMBfWBJbDWoCW7NvjRtWRMzLfDcEwwhSeEEwbgUIea\nQfOu3Rt/uSBWewrI80PjevEABEK72aLvL2CMQxWDjIpgPRA8QJxNLQVf+ZDdwgzn4agCYFRAVjBM\neEU6q6uKDcgKHvPeowsBznAiLTlsI88Fw1GswTlOHBcP/uJoATcYoGUoqB9adD333fgKdeNg4xoG\nGjD4jKO7iiMVuy7wNZZSfiBjORd+3Tjs2g186OFjJC/Bo5lVmLkaFSyqYWwglPUT6V60Am2Y1cRo\nGAa4KqfVlf1IGEttiXDBJAIuzJr7Ug4Gqn+5ToiaYORElOwNVVVx6oQmwy3aMC3PI+tSSs+y5621\nmEVvHZGYNVQjfYiUHEIYFanfbrcF1k6Tc6YTpgn8pKEhLsfJ4CXfV0vU7Opc1zO0MT4jBMDaCs4Z\nDAMTbynHqM+1MSbdS77XMJom8iEEwD0dodQthDBNtYHJ/Saf78M6+0xkD6JLQARxRJAZr+1t2wtB\n6EWd7ZEXpYpBERQlKIEw4i9gwtjvFCMvCiTYRHx1KUpTEpofiF/LWtTKrYtze8Xi4hDPmsJDAMwI\nGpvr1/bIB3pqIXhzMqBiUoCHAQzBWaQiKCJhi7TSe8Ysa+ewbXewNierEtuEj1XtPQVUYAlSjKWw\nFmRcMty2bQsb0yw4A1jDqRpqaxBqh74TzYeDvsRtM7mKhmi/UM+VJ48PtARauZhEbFQ4RtUX5Z9k\noqMT2GnjLZCJp2CyV1dXqS8gF7vWOZCcMzHtgUcIA9gVlZJG4n0PIg/v+3hvzvkjY0oMTf70HoiP\n3XUdlvMFrHPwnqVtCyR7jDBgvQ/kvdznrbfewtHR0ahAtxhIj46O0O18ms8ysd1UcFEp4WsDKxEl\n47f3Xrndcl/ay0s0S42BJyboVLpuypCoQGoaqktQTNQuyQ9oXMP+8qLRgoBo/4I10SFiALoWvR+S\nY4KkwdDPqIm6aOdlQjoZO7t57levKiEd/Z1et+vgnX1ivn+NJvRJwxDCrrR7fazK3m4DC+n2QhB6\nANmNBFEd5IxanF5AERX5PiUbkomNcDiB4JS7kiQgMsaALGBILYhajNLdKoCNTyNCH907yQfObmkA\nQzYRQl1KTfcl/8uNpKV/2ZTrqzUQPPuvxwIK3nsMXZuCZmABG1M2S451H2JpOWtQGZfmjKxRQR9R\nogU4ojFk3NISYJxDqCp026jdRLVe5zhx+oDEHtMzGAsfNRVxg5zN2HtIBymJwXcKu9VzJWUDtXFY\nCL148ujvSwlTiI0cbm2TEQImTELj6NpweEhVd8juv0PXg2Zz1HWNYbAgJVlba1HbbI+Qz/Re8N5j\nsVjg7t27ePfdd9G2LaqqisbZ6O3j5okAayhEP3NJ/EsGqr2PxNVTS+LawJsLdWTvJ8G89bxorxjN\nYNM5Sgw35p8ZTLqvfC7zostkyndJCFT7RfaUZojae2vKgKnHZa2Fx76xU/qaWu/yHB+Sp2+StMfE\nftoewp8hBVTpxl8/HZEHstvwR+2j9lH7qH3U/oi2F0KiNzESdErCIwal2CCofhNonHVQJFyA/cYd\nKfVGST1kDIwPIy4NxOLhseVEYywKkzWjUGX2rAgw3gOGJZIawKKIWmUOHccbmD8zvgcAFCET5uxs\nbLV47dUHSUXdbncYwjhfRx3hjE7girbHtuU85CLpVn1INgUfAoYQUoCTRANzRaWYvIsyLNG4Cudx\nLjh9cIXKcUFqTwRrKjhXIdWdNRHGIoDIYQgDrDXYXK05p0tdo3ZVMo4D0dAeiA2XgQ3NlSoqg0AI\n5FEvKvh+SPEUpkKyFzRVjdXyKElyMt9NVbNmEfh3lbEIMLx5fABMgI1uo42r4Ksc5OY9S7TWcOwA\n9nKMZ4Nq2qMAWi0pR2lRrgWiDSMm6kuaVpTVZC76tgMCYbvmlBJnZ2eorENlHebzOaxtkuQq2pJI\npFNeQmWEqbU2BVdVxgLWIUSDtwmxYIkPXGugbrg28OBBg0fdNKhn85H2o90ktSZWRsuKpC+amHiQ\naXuC/Jdrpf6AuFGKJiOfbWLhebEBaOhJ21xKzUI0G07U118L3ejPP2w7BK/o+45hG9qT1ad6eErU\nBsALQugBA9gqEZvkoaAXwmZVmYkGpcRVOvRaridjRp4eJjILILpPWi4eIveRxJhafWLjoorAc0wc\nRMUjwzntuWybhXPZ2FMai3Q6A2EW2jc4jaPrOTUusXeJuO4hBAQiXLXnIJP9uwM4SRisSxBJBSl0\nDU4+FZiZ9MS2DRBgq4orFRkDIo++b7GczTFbLfH4ScRyPR+yVD9V+VHrg2qrHBmLmL/fuArsap/9\noDMRMgjBoK4d2nabMHNeQ57H3W6Htq1iucJZVOs9hqHDdrtG225xfHyMy8tL9L2o9A3mc4n67WEM\nYbO9YqPijD1OBt/B2JqT2tUWczTY7QIG3/E+NDbCWgGBhlQ/t3FMIGnwqQpZFaGF2WyWAslWqxWa\npuFCJPH9gJx5UbtGAhnvPjk5wVtvvYXPfe5z+O3f/m2cn59jsVjg8vIy+tkvcHR0lOrIhhASVi1E\nUENCEow0m83SfpQUHTIOOTtT8Euy/cTPBNKRM6JdW+X3zrkRdFK6RgJA3cyx3XUY/IAGXAUrEE/y\nerOLLqY1rtbbNA5x5Wy7HYxpEQZmMl3XYbFY4N69exiGIQXRTaVR0Gd7GIacaVZTITMu/KGhxpI2\nyPNohiZZZE2054lhWp5f7Aoyr+N+p4n6s7Ga3F4IQk9EXJEmCeBjg5fge05jb2IcdRKpJu55Yxek\nAM5zH/wYWzNGBTcTpXwpzCTEndDCk0mlC2FMWkRjTPIwkYXsoSUc/hPuy+Pj4t7WAc4Sggujw8VY\n+y4+HkuVtoqYc9RG+NByeT4A8LLxXHb/6/vARbttzu7pjIGPY0ragWxqqQUQ52I5X6R1qaMU5WAw\nSLTrwAY8MY4TsStiSgwVcoCaJmyyrjoSU9f27LouER55r13PtH923/eJ8OhawjpPvWQT1d4lU8bM\ntFdiv3L/uq4RfL5GJGiW5G10JY05dQZmaLM5J9EjHxCi+yKCT5Gcon1oV8UQAi4vL3FycoIvf/nL\n2Gw2uHv3btoTmqhIoRYtXWumm86NeK0pI+ygiLsQSu0ho38zJdUme461o+v1HMqai7QN5DKKq9UK\n612boqRljTTT2+122G53KdJ7Fhn0bpfjCJp5kwS7vu/x6NGjkSQvbUpSfxojZmkz0sKbNoDLGvD9\n8/xo7UaarBWPQ2sUY0r/IYT2a9sLQeilpRJuseAHwMR4aIe9g2m18c4SINKDYX8Wp4huMEU0YqGy\nAey2p1s6XEblLbdM3MUzy3sPBIKPSbSMpz1ikp6NaETwtPul3iw2KIOgs+xPjui+RhwPMIQAElEz\nRIZlxhvTQuUOieN1SkUG2EDjjOV8QM7FOrtVCqMX4+usYm3EwqDftdnARzlDoFVM2jkHClzWkcQl\nUK9XPBTOGCxidSkAKQWzEIEnT55wtDRiEe26xqzhQ952HdqYP8aqkPohEi3yXEnMGcuwDAGz5TJn\nsYxwmRQ5qaxD70OCiqqqQuUq9COHoux3jnjPEAJmVY0uMAEXn3QRTowxQAhoqgqGCH3LmVDT3iCC\nj2H/lbV4/PAhzmLAz9B1aKoKVxcXWCyORwQnE5ZMXPW+nSJOBkAlTM4Y+GFIWUlDnHfRqo1zXB84\nCkdUMBzNMEZQK4396kvmKQ4FRJzbSDQNADg+Ph5JvJLyQGsk8/kcQ5fdP43hGBjROrT2MGVYfZqm\n6UPphWRs9vcfpel2Od2KjgiWNclG1/17fSikKNyOJbwQhN4YC1fFzI+CrTukTebJIxgDC5kwxDIA\nBj5SOWfGkjwsf69d+PheMde9GWP0elOkjcJ3S5/LJqpgU5bSEKI/fiB0Xcy77ghVxSkLMnNin+G2\nzTlQMkZnYG0FwKKSwKCoqUSPY3jLhTRgLYxiWj0G/r3SZMTn3dUVu/yBYL1NDCBJpgSEmG7ZDwO6\nXQvyAXUTH64PMMSul03lUFmD2pkRgQkyX9YgGItmVsFYQj+Irzilzb8vTRHqusJyuYhzwTO+XEq+\nlk65T7I9wzmLEPhQbLcbHB0dpbH0fZcgDWtjgipTJW8OkW41fCbeHeLKKa6gidnaccZG8oELz0TY\nRorLNE2DJjIsSWkQQkDbtnB1zv0vKZ01ESGi5C46m81w//59fPGLX0zSu6QlFglYYBNrOd+8QDKj\nmS0gGu2ZI99rLxQNWWiiPYIvrBldP9WX4OgC7wj8YoyJuWZq7HYtLi8vU1UsiWbmfD2nWC6XePjw\nIR4/fpxy3zBRt/A+Y/bHx8fJe0g0iDYWlC/nQj9bfIGbWonhy7mtqipla9UxEbLPtUCqNVTtecWA\nwL7AWd7/Zmb1zxGhB8abC4RRYFBZJxXAyCA21YiIXQsV3q4DsmCygZW/13rTvnRPBqBAkDCnKmLJ\ng82cOoRM/HofMAQaqejWWuy6Po4haynWWlQNL8XM+wQdBcTqVQCsceziqXBPvheBKFe/4c8JnHaV\n/fOdtegNIYD9xGezGfc/eK5MNAzofI+ha2GtxdlLnNI5DD7lRwE41qCKDMLHcYoWRQYwEasfmgZd\nnyMThcjp+RQMWOAIIMMZohGtVquUQVOnURCCxcnesnSsCYtzbMTsfUBdi3RNcXVCJJrZtbCqaljL\nNgWGEwZ4Dzgrvue8/pKGw0ZNx8Gg63ZYxmpcMsbFYoFux1kTT+6eJcK4WCxG+1Y0mPV6nQyWl5eX\nWCwWOD09xfvvv8+ZP9frkUaY4MxISCQ6tJToNXwjQUgCKwiDkT+t9crYAG2jysFjI41F3U+gOO89\nLi8v02fOcS7++miFJx9cpAjwqqqwfdKmfbJcLtEsuDDPbLlA5ZmJ9cGj3fLZOZ5zLhuduCwz5v1y\njvp5MqT7dK2Eq3QeHflME3ltX9COJvIbAPD+cAWpQ5/vtYmU5FPtWYuD/0cA/h0wZfn/wNkrHwD4\nRQB3AfwWgL9CXGbwYCOMs8gB2YeUiMPqncINgRzVWsUFZYgFEU8XjknJcAYYBGujVmABRN98A1Z/\nzDgb3Wh0RNkTB+MN08ScLnAAVTn9r/dstAsx4tOEbDNI4f7E6RRqZ7nouHOofRy3jz7yJt5fjY2o\nUKPj85oYBEXDwP7sg+VQ/1iIpHY5cVnyZImHVipyVcam/OVybfJ8EKIR097qdBHsq09JcreuTxKJ\nEG6ZVznQl5eXI6lQiI/26pDAMflc6sjK+muDtt4bQjR9243iG7S3yCjdgCqQIuMR4pHnPe+LylhU\nM04nfXnp1ZgoGrkz0dFxAOJJIvcRI2fXdXj55ZdxeXmJb3zjG3j99ddR1zUeP36Mu3fv4vz8PP1e\n+tX4utg3SgIhREivgZ5f6VPWrTQ4aole++jL/pexyHthdMLABZIUSXvrL3B+fo6uDzg5XqYcP3IP\nIooG9j4R1O22RSAutckZWheJ6e12u5EfvoxbNz0+mY+yDnXZZD2TFl/lcp4yVr13dN+JNsXfyL11\n4kBuNyckuzXBv6E9S83Y1wH8DQB/nIi2xphfAvBvAPhXAfxXRPSLxpj/BsBPAfj5m/qTMoEjqNxE\neEZyVUw8dDDsnml1ZksorJK5BV8bQiooLo2JKGPf8l5vcCIkQquJbP5TOWsSYeDUCfvBIwzTCL3w\nniJcwfVerQ2YwednIhtz3rOhM2gPIJMNlFYMxFHimCNip1U++EYOcPSKYZgsbmLrULkKtR3XpR2G\nAfCcEbQPPQYiNjRKkrEAkKGkBlfGghzPS+dVTvgCtxWJV9e/zemYx4FLdV2ntL4Sui+/EcOsPKOW\nnMSlTyRmIUJiBCYi7Ha7EVEToqelYSk1N15zSa61YJfWJkfpHh0tMI+uiMYYnJ2dJY8ukeittclF\n0DmuS3B8fIzT01O0bYsPPvggBQl99rOfxaNHj2ArStdrWKWua8xjPVm9b2U+9f4TI66GpjQxEklc\nEzH97FZFmpZYuDANCbSS51mv1zg/P4cxBqenp/jS17+BrutjyUkmjILRa+aw3W6x3W4BAPN5kxi3\nrE9d1zG7a5/W8xChl6aJvb9BppdnTHaZKpc31NDbiHlMaFEyP1rjkDMs9F6vUamFaDvfs7RnhW4q\nAAtjTA9gCeBtAP8SgL8cv/8FAP8pbkHopZHN7pUAktFVGzWE4GussPK96qTA1TEuxFuqUVPYpebM\nAEZJkPRvZCMIIdGLLBsFyAS69B8WDUA24byKLl6VgzMOwQiDoEIKl7kAl1+zFjYe2FUsEBEMQztD\n8OnegmF771NB6WEYEAaPQSoR2ZwYq0plCdmoaChHdvJzx0mxsvH3yxiW3iNANmrpedFRrkQ5LkC8\nc4wxI2KvoyoBjLBhfRjlt8LgdJ4b+UzWRIi97K+hH3vmyGvRNhaLBY5XnGK461h7WC6WuLi4gHMO\np6en8IaSEVIwdyFKUmnstddew263w/d+7/diGAb88i//Mqy1+PEf/3H8yq/8CnZdSBkNzp7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FFvXPha5t3GKl+yh4TAsREvREeBGrNZjWEYMwnBwWUsAFJVKQniGoYBx8fHI2FAz0NJnGR/agag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\nTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "path = '/Users/jeredyang/Documents/Github/RoboND-Rover-Project/IMG/*'\n", + "img_list = glob.glob(path)\n", + "# Grab a random image and display it\n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "plt.imshow(image)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Calibration Data\n", + "Read in and display ~~example grid and rock sample~~ calibration images inside my project. You'll use the grid for perspective transform and the rock image for creating a new color selection that identifies these samples of interest. " + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Mla/O1VzMkj5wt9vVI7DP7WEc2mPL3nTpD5mzl/OlccxpnMVzQWMrAfDDMMCo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\ntFEK5pBvQsMS+ZwuR0N+lQ081rMsAW75Sz8rdF23Hlv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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# In the simulator you can toggle on a grid on the ground for calibration\n", + "# You can also toggle on the rock samples with the 0 (zero) key. \n", + "# Here's an example of the grid and one of the rocks\n", + "example_grid = '/Users/jeredyang/Documents/Github/RoboND-Rover-Project/IMG/grid.jpg'\n", + "example_rock = '/Users/jeredyang/Documents/Github/RoboND-Rover-Project/IMG/rock.jpg'\n", + "grid_img = mpimg.imread(example_grid)\n", + "rock_img = mpimg.imread(example_rock)\n", + "\n", + "fig = plt.figure(figsize=(12,3))\n", + "plt.subplot(121)\n", + "plt.imshow(grid_img)\n", + "plt.subplot(122)\n", + "plt.imshow(rock_img)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Perspective Transform\n", + "\n", + "Define the perspective transform function from the lesson and test it on an image. Run the function in the lesson in PyCharm to show the interactive window and get the source points. " + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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Fsx4YadLX4Zh8/Wth6eN13/jU9koi+m4i+gUi+hUi+ptE9OP19+8R0c8R0f9Vv7/7gGPa\nVk09sAq8HnR9Bd08z53PXlm4VpTpsTRpqoDte9nHGOuQAbaGG8tumU23a22NrQXDOBp7153FNE0o\npWCz2Zz469+6XFskrPFmx4fvizbf+kBpzkwlG4BIQV5sLKX0ko3X5bOgdCNTacbV1RX2+z1yThXk\nGXNlwNbKgAhUSlcU5UEeOAX5c0z+BOTrHxvIV5/8PGOep1YQpSBPBESReCXxWv06FeRDUOwTCEpz\nAgGt1UIFeW2hwJrMvWd8Fh99AvBvM/MfAvBHAfyrRPQDAH4CwM8z8/cD+Pn6853R9ZWg1iXyVYG9\nyjPjOJ7ofssCLF9AtQR732+nZypRqmZrj52hJoO0dz0Rdf1whmHA010/RGWNNd6U+N7v/gCAtiCW\nHvO3STbaE15A/bwuDyLkanoYahPB62udEpVsV59SqknOYMNDiFvlq+ryPcjDQF6TnOKwIdPswYxt\n3GAIgwwBDO0LLPnFudonpbWBk2sqyFMItY98azGsr01wZRCJa87IsziTQmX+Jh9DTCvFQP7bAPTM\n/E1m/qv13y8A/ApkVuwPAfiperOfAvDPv/Rg+oa6ULC8q3rVNyi7L9jrSDHPGHzrYh1asnwMfXxf\nkav3Z+ZqkRos6asylGr2uptQzX672WB4gA92jTU+D7EZB4xDT4SIQmel9F0pdTF4qS4/jhg3G4AZ\nNzc3uL6WFgfDOIAo1L7yzkKpIM+u1/wS5AnVUaNY0UBeMYkZ2MZtTbo6507F2cyykxf5tvav0WEh\nCuQxiG20gnxrZ9D8+TlllJQbDtWv4KRkBfgmYd8/IftKNHoi+iqAfwDALwL4gJm/WZ/cN4noS/c4\nwlkdXoub/Oi/+nj2b9+gTO2XGl5quW0koW9trI8JNJ+93zl4J8655KwWU6ler8VTetztdms+33Ec\n8exii9+7Wi2Xa7w58bWP3rfrLefSzYwQqaK1ONBmZXrNe3Kn19VJ8vXmxpKvan3UObNKxIgZVFob\nX03GqrsGqCAf7wJ5VJDfYKDYQB4w6yQASbzOMhEqVQtl5vqaOmeNSEEN5H3CNQPMHXs/0eNZiqfk\nvSLrinnf+MxAT0RPAfy3AP4NZn5+X9sP+eHg1HeQfNVg7/tmeLA/Vz3rPfQe7M85cYDTTplaTKVg\nr489TZMlktRjv1ou13iT4ru+JOk4T4DatawFUlIUpTZKMSk0142/bwIQNPkaI46HI56/eIHD4SDX\nW91Bp5xBIANHBfnWeMzK7evPC5APvVyjCLuLG8TaEllAXiyQuerxAMw+Ofu+NSzVsaGydQqtPbE+\nAc1NWMLVu2rsHatSl7Zwlzu7PMP94zMBPRGNEJD/C8z8F+uvf4uIPqxs/kMAv33uvtwNBx94OdJv\nCfZLvbw+vj9eB/b+/neBvYYe2xdFATBAvg3sfeWsPlctpkpOP5ymCYfDwdokeEvmdkg4PqAT3Rpr\nPMZ4drkD0Bc7tR2xSDYKsMra/bWp9wUYhYIURTkn24urF9jf3KAwYzOOKLl2owTVAiIgpAxQsKrW\nFmdAnnxPeQV5kXe2cYtotskG8uqP1526MfnOPhmcfbJXKqguLGroUHDXVsb+2RrAV5BXFm/qx7fJ\ndUMAfhLArzDzf+L+9JcA/Ej9948A+O9efqzmg2+2pn7F8tq4nkhLCyTQAFstTnpbAN2xVf/TBK0e\nQ9m96u4EmGYPuA/M7FCnyVl14mhyVhcPHTYg9rBgYP9kHVSyxuc8/r7v+TKARqROJBv2rjXflkQY\nM0CuKCog1WtTJ7hdXV3h5voaydXGzCmBwTY7NqRWDLUE+SqXywhCqiAfHcgHmBQiIN8KmYiotRiu\nMyj68X8V5KkC+RDNWaOsXFslC2mV3jse00yL1/+qHl8U5KlhDpTlP+Dz+SyM/h8D8KcA/A0i+uv1\nd/8+gD8D4GeI6EcB/DqAP3mfg51j6Qrmy9sA7URZLgrKvIlaCbS//zLZs2T2voLWDy3RY3pmf99i\nKgCm2auEo3q9+uvfebLDt64P93mr1ljjUcW7bz2xa+M2yYZsWhRqu2Dx1avrBgBkkAjhWK8htSVf\nX1/j6uoK8zxju9mAAExGxgRQhclr//dgjw2oYsP18U41eSloFVDexQ0CtWEfRFSlmoyUZpFqFrNd\nmR3IR7GMUpB5trrCiHUzymsv3NoqqBZPABc2ecfygoAtNpof0N8/RLz51EDPzP/bHY/1gw85VtPX\n2uE8Q18WSim4n1TStudm97kv2Puul952qbsAPRlxC9hrnCRna87AF1Rpm4TNZoPj8WiPf7EZ1qrZ\nNT538f67z07sxkBvpWy6vEyGkkKpthOWIKR6fWp/+evra7x48cKKI0MImGp3WG13EHIWxuuKiti5\nawAZ/xmWIB9aglVAfms4pJJLztUf73rW5NrOQF+jWSSr5Kv2Sbi/EUnSVZWCJXaUoiy9r9b1Uk1r\ndCbv1UN0+sdRGcuMWIAcqG2ZanhrpAd8BdNlJW075MPBHoCxe8/ivWQU3EnsH1dPWtXefHIWAKbq\nqd9sNpimydoaq74/jiMuthsc6smwxhqfh/j+r4hnvhQ+AfmlZCO3ObVRahSSoigF9MPhgOfPn+Nw\nOAhTHiLmaTZtP4QgII8K8tSKirzFZoh3gHwlbrth2xVZ6XObT5i8+OPtGiUCxSjDu6O0J+iTrlqg\nKQnjTpquT7ZwAZce30A60tDJPypV698fQOkfB9ATITJABUihJTqXMo6G18mX0kqXtb4F7Jn5pDeO\nT/R6sPfM3nrZx9gy4s526RnKcjj5ZrvFXJsuqYQzz/OJ5fLty+0q4azxuYiL7QaA7nDzCcMUyUaZ\nu7YlaTZKXxAFADkEbGrObJomfPLJJ9jv90bqJPGZWwdHV/EaPPDVRSZGgbcTC6UDeTCwGyTx6tmz\nT7pqzxrvqoGzQQ7DID3lKynV45iLKPWEUUFeHDV9T359EQrovrBKwd0qcx8QjwPoawQGhszIgaxl\nMdDLOBoe7JXZe5btb7cEewXyJdjrY+iH1/zAp/03brNdqgTkbZcAbGunQ8+1AVoI4USvf7rb4Oqw\nDipZ43HHxx+InVLkmKVkw06yOd92WMnZVK9XlTtTSpJ8vbkBM2O73XbXU4jhlmKotpNQZw2Al4J8\nqNq+hjQlayCvTN7aC1dXDSDJXW1Mxg7khRQWlNwk3hCCid0K8E3HFwDvyK2Tf3oW/3Af/eMpzVRA\nBGEojIje1eK/zvlIl/ZJOWR/AmgFrfahWQK4LhB6QuoWEuglHvXYL/MILdHTdH113QByIqMmifW1\nHZ2ko89nuxnXqtk1HnV89wfvAXUG7HldXodYq5Wy2LXhk7azJTBFly+l4OrqCldXV9aQ0HeIjTGC\nmBFyMTnmPMg3cG095R3Io4J8TYgCIvTMOWFOtZXBPJlPX67xJvsOQ13EYrsv3PWfU24gH09BXhcN\nA/L6pY0NrMWBsnjDsmYD/bYkY19l6OrEQO1NQYhZKsuKs0ktpZxlonZZXHUO6AF0Thi9nzJx77pR\nVu9bKwDN/bMsqNJFaOnb1+OqXUynUy31+uKqateq2TUec+y2I7SytV1jVpNUQbZVvwJqpVTDgkg1\ntHC9dQ6brdiOvQxKgOjyznvO+uALkI/1OjVdPMCKqLbDpk2XAmzc4AmTr/54AKDYFiUoLrGlT7uk\na/+4etuFHq+ArSDPBQ7O0Iqj6r+Bjt0/JFbauMYaa6zxhsejYPQA3MoK095iqT7SBTv3cY7V++rX\nh7B6AKYRKqtf9sXR8OXay8rZpb9e76tMfzmGcHL97G3m5TCs7RHWeJTxvR9/Ccy+OKp32oDbkGvJ\nnZWagA1W+coUwJXN6/W53+/NSrnZbES/r1XulgebZ7NRWiVpZdUxRusfE92uWguovGRjuEAErj75\nWd01OhEqa2MycfXIPFs5ftciWE0gDMyptWNQNq9VtV3i1blq5CUUlerrMeV/zWVTf66P91BW/+iA\nHoCV+xKAUGQ/mGPvqPH3ua2w6qFgD/QJWg/2er9lJ8tSCkq1XS6Ts35IudfqfeWsd+FoIdXhcLDf\nb4aEaW2PsMYjiPffeQYAZkk8Bfm+zYHInaX+HOt1Kt0sU5VLQwgyHQqoVsqjFRxqLs3kmHm2xKnv\n6shofds9yCsOnAV5hxGdu8a1NOAKRNKzprYYJuqwxnCgumt8bkAllw7kwea60YSwGUvkgGjflsBe\nf+fknvvG4wD6hbtG30wF/MAMUjcOYAxfGbbamrwr5yFgr5l9jXNgr4uBsn3fE8fvIJbOn2Uhlmr1\nuvPwzc9Uq9deOOM44unFFn/vxc2rfsfXWOPB8fazCwC++hz2s5J5nYbUErCEwbUtDoEwO2PFPM94\n8eIFAGH0Mbb5y51fXh03J8lXGLAvQV5dN3rtb+OmJkUbQWya/GQWSgV56Tkvz4cqcHNFfzIoqgpC\nLlIRSw3kl/1qAOeskYM5W2Vvm7yLxQcF+nB/5f1xAD1w6+pkzXyYMeQKzpFQqMktt/ntg1sQzp0k\n/kvDSznnwF5v69skqOWSLanS++sBWGLXg/1yDGFKCcfjsZs3O47j2h5hjd/3+PpH71uiUJ02jc0D\ncqUOtSujJmAZMbaaFCJCqguBGidevHiB6+trexwlObrbVZAPgCVgCYB2etHJTOdA3hPHrdooa/JW\nQH6uLjyZZZGKGC4YsLmuZp/0IO9qfaSdA6zFsCwufjBSay2sz6Ua5PuiKw/q+rv6Xb/5CVkm6dwz\nHgnQS68IcRPRCUi2t0lCvPZACaeFVUDP2JdFVecYgTprNO4C++12a1vNZbO0UoFf/+Yfa+mxV31+\n3GxwrFKNeut1UdF2xtIeYcR+6it811jj2xFPLradZOFBXh0p4pmX1ruqy8c4VAmndqSN0WamMjOu\nrq5wfX1t15H65dV+HEJALAUBMBukPQ/Wa1uKr86BvF57S5DPJWOehclP84RsE6GKgbxW4pr1srNB\nhto1U6IxeQ/ypb43Fb0IJ7jjWbxn8O2fZ1g81fYMpQClEdSXxaMAeq46lX4QhPNgDw/ehaUNkdu+\nKHtXSec+YK+3uytJew7sD4dDV/Th2yQsi6n8c9DHOknO1oHi4zjieDzi8vLSBpeEEHC526xAv8bv\nS3zw3lsAGrE5ASwmAzu5JvTclrYHXIuMskuQSuL1Ciklk021zkWvlcAsX1Zs1O+WtcLWulCaPt70\neKBKMNTME5p0neepJV0ryIfoWwzXQihGBVtl8QlErTLW6/EK8E0l8PZJD8yuylXe1J7B663qc28s\nnoEsg0oewuk/s72SiCIR/TUi+u/rz18jol8kGQ7+XxPR5mXH0A/AGLYrENAv09aITCIJBYiZDTDv\nanWsJ4YCsF9IlqCvrUiXI8588ne73XbSkAK++Gjns/kAPY4eS3VIYQ+DDU2JMeJwOFhSSsH+3acX\nn/XjWmONB8VXP/wCgGZ4kOtGRwMCAJsura0QAECHgQvoE5K7Lg+HAz755BOkNHdGCD+NLTAjOhK1\nlES1SVkrhgodm98N2yb1OJCf5snGe8ps19Tan9QFY4gy9s+6olF12UGqZq3SNgZrkazvUVn0rDkH\n8qrTk2P6pJ56ODYfal99ZfTMQC6tWOEB8Sp89D8OmRer8R8B+LMsw8F/D8CP3ucgU52a7sEe6AHf\n94owsGdgSIwAOgH8JdgDfXJ0CfYenFUv92CvDELvq2APnFbOKtgv3Toq0TSNT16zVs2q+wZAZzPT\n5O/T3UvXzTXWeCURzSrcCgL7pmUQK2WdwlRqcdEwjCBCLaYKSMNo18U0TXj+/Hk3R1mB13bbAGLp\nCZZdr8CiE2WsA70V5AO2BvJknSRTTh3IJ9dHHgSEQVxAsSZePSOPQXrIS3I5WsLZyCezAbwndbro\ndExegV1u5KSbyvCD5gDIyVUASpYvCJMXbn9/wP9MQE9EHwP4ZwD8F/VnAvDHAPxsvclP4R7DwbXR\nfkryYWh3OK7L2xKMbZWkpm/FzAjcgPQusF/25Fgyf/1bzrkDewAnYO/HBSrrWbZJ0Nv7ra+2V/A9\n67UEfJ5nS0qpXq8LyW67QQz961ljjdcRX/nyewBEh++voSbZhCBAXIpYKcVrThXkgeLGBKaU8Pz5\nc+z3B6sW7OY2AAAgAElEQVRGV4A3GyURYpVGTpg85Bo5B/LKfrfDxvzrej/doR+nqSZeRa5R3T2o\n1VMXFTdYNsRgaoOyeNXiVY8vXFzS1bF4oAP5O1l81f5D90UgLiLVaHVuBfi+DfPL47My+v8UwL8D\nQK0uXwDwLWbWzOY3AHz00qMw6jQVKVyY5rmBPZqUo+HBXuUcIsJQIF0wnUSioL/04CtTWE6q0uMD\np2CvQO3BHoBNjPISlGf6fhiDl3jUZqlOnBACxuq+UceN9qtXVw4AvP1klXDWeL3x5ffe6s5Zf/00\ns0gwsqLWSbENq9cygkmnKpXqsLlBjK12xLtrqIK896KbewWw4qrzIE/YKMjX5y0J14TjLCA/K5Mv\nqeYNCHFQkA8dyCvoppTBIGPyos1ru4IG8HXNcDjigHhJVpcsniqLr9+1Rz5KFqnG3U+fn3ry7xuf\nZZTgPwvgt5n5l/2vz9z07LMhoh8jol8iol+SqeptPGApBdN8KuV4cLc3p37QCvixALG05kOe2S/B\nXn/X64/3A3u/pQTuAPsqZvoJVfo4XsbxYD/UJCwgi4rq9cqKYox458kO7zzZfdqPb4017ozLi61d\ni0u5U35o7plSWvvhRmYCiqsz0R42RLdYKEPAkJJJFh3Is8yIPQX5el1TwGZsTL5wqbbJo3wdJ8xT\nq3ZlhnWgVCYPA1ECUbNOtmRvMADXhKt+AY2Rt9ug/d67bpx0Y/epeQQKQZh7YbCyeDpl8X1S937x\nWUcJ/nNE9McB7AC8BWH47xDRUFn9xwB+89yd2Q0HH2LgVApi9arqqjzzDOaCcRgbewfMWrX0XerL\njywFVgihW8p80kTDF1bpz8vkrIK3DvfW2ykbV+DWJmXdVtQdX6xboXP+6MXiT3xlQNM0made9Xpv\nuQSAzRDXytk1Xml87bu+eEJ8OnBhdc8QSpFkprJtnYWaXWuDw+GAFy9eoBTGdrux89nIjit8XMo1\nKo8qsRPiFpxOThiHjenhcuzZtHgA1tIg11GFNte1Xp8+TRoCCda69sJkUs05Lb5ZJP37RGqVdM4a\nwxVyCVn9AsAli20S7e8dwLvpU3qc+8anZvTM/O8x88fM/FUAPwzgf2HmfwnALwD4E/VmP4J7DAfn\nukplLsi1GENZdsoZx3kyQNUtizieTrV7Zfba2z5WML1Lt/fs37dTWCZoSykGtMrQPbNfau8q2egJ\n7GUi/2+fnJ3n2ZKzajfTAcl60vueO88uV1a/xquLt5/21a/LXTDQyFApuSM0Wglban8oIsLxeKwO\nm4TtVgoOFeRjjIg6IcqO2/eJ8iA/RCnICm6H7uUaXUCO0xHH6SgFUQuQDzHUFsNDddbUqM4anZQl\nNkst0PIJVykEa1BDDksabnT2yZM8Y2iOoLrrFwZfLNHa5QqWIH/yuC+P19G98t8F8G8R0a9BNPuf\nvM+djDmXglSK9Gsu7UtdOXPVqU2hWoC9t2ESgJhakvZl9ks9+W4De30ud4G9euH1xPMaPREh1+fv\nZR+/QCi7JyKTcLxe74cz6A5gtV2u8arivbeeAEBzgsH3YokgRCdRFvltHNouOQ5GwprDZj7bpMwX\nQ/V+9AXI0y0gP45VW5dr83iccDgepQ249qzJyYF876wxGZ3EI5+LNBaLIdbB4bUKl4slXFHfCZFp\nQpVV5DkDLcl6G9gTUbNLApJo1cWuSjsgdDINc32iVnvlsO6eQZ9G73nVEUPgJ9vhhKFH9ZCGvldN\njBHjMFpjo7rxaWYAZf5FPKcMoBCQQ9Pc9WvZEE3vrwVNntHrl/7+4uKibf+cNk9EVuGnx7bq2bpY\njK6dgtcj1b+vgJ5zRnK9uUsp2O12Vp0LiDZ6vT/g5rgWVK3x6eOrH37BCArQRmMCcHINTKKR4kGx\n+woLjshDa3nwySef4MWLK2y3G8s1Wd0IGLG4YigIP9Pd/TLx2tsog1z/QRKjJWccJgF4sU7Wa1uB\nWXcPdbGAsmgouNa+WeQs3FDXjO9V07T121BTJRuTbuBzi+7fhUWmUXlsSc65gT3qoXTBsNm2gfB3\nfvO3fpmZ/8jLPttHURmrK/gyMgoYBC4wwAdggDpGkWMYbL5Ue+MAoAIosVTYQQeQ1xNWYwn2KqfY\n6LIF+1cmv9/vcXFxUR+q1+z1MTSp6huwERHmacJYp+f4LbJ2yvSVs7oA7Ha7Ts4BgOPxiFIKLnfb\nFejX+NSxGXvbcA/y/TUgBCljHNvs1xCCgXwpxdobbDbS00nNDDFGBKADeb20PMirJ77fhYv7RSyW\n0n8m13qX4/Eobr2UkFyXTACVycdmn3Q7aQCWV/CLjli+m1Rs7NyebP/+9cAOeLDvpGUAyAVcpJ0x\neav0OR2+HtYfYznE/D7xqAaPmMOGW5GRSDnSh6KUc3LODLVfSZZWjrXU7cl0e1k0VLdX7f7cG6db\nV+9/1y99fjrr1cs4+hr8Y+gFATSNU4eFe9ulOnGENaW2aNRtry5AGupgICK89+zy9X04a7zR8dH7\n73Qg78PbKL3RQGXOEALKpu04b25u8OLFlcmY3kZJAIZSzF3TWLwH+XAG5CUBu/HjPVPC4XDE4XjE\ncWpj/8Q6WROuQ+yucSPIQfveND1eZN8lyAuT1l4zJqHocbCQaRzeoLJuwxZmcEpAKd10KwDNTeOP\n38k9Tt6qFkxvKnlZPBJGL28K6yd+JjKkpzMAmdgOeRNmlgG7Y2wJTX3/TBtjeVMIkDLixMBAXZ8c\njWW7Y98jZ7kYeLD3zF7B2OucAKwAyss4aZ4x1EIpn5xVrV7Zu44g1J9Vurm8vOyKrJ5dbPFivw4r\nWeP+8fGX3u2tkz5YAFPPdUAu0eaXJ2BsMuThcMDz589BJE3KtM+7LhZj10m2ATwAMyVYotaBfIxN\nrmHItXQ4HnA8HjFPE3LNhzGq5h/beNAG4BLqfCvc2iqrfKLzXF3N1Fnm3H5Vtfa7WDxBWLzL1ZlU\ns5Ro7PhN6gkUugVDc38lf+6AHiCKAOqWCzDQ61i+6uUkFkpd4XLO4CKgGmsy1txNTJZRV90+AKAk\nw0xoweaVdS/Bfpmg1dAL4ObmBhcXF3ayehkHQAfey/bGOSUEx44U7HXRsXmzdTKVLiaAXFibzca2\nxtvNiJvjhPyAznZrfGfHEMN5Ns9th6rgAvhBPYwwjMgVsbWHTc4FFxc76S1jNkrCmJcVr33SV1n3\nKchHq4hliBx6PBxwqMQnO1eNJGwHxOG0SBKQ3XyyHIRKNRVX9Bo/U+hk4SQa4JxMg4o/nsVLEzJ7\nPjWlCCxsq2TLhmnwS5kmp2zFpA+pjH00QA8Avuqs7mXO3q5U7T6W5rtnYnBicIwY4uDcOGi+e6Dp\n9qUgZqmOO8fsgVO//V1gD8CYve8J4jtpev19yew1EeT75Xhfvt5+qFthPyhFF4KpLgLvPL3E333e\nenyvscZtoU3L2AGRkiwtANLzT/NCaqWMUYqiuO4onz9/jnlO2O2k2Ep2nXJeb0o2kA+hB3mf5L0V\n5Ot1O08zDoe9afLexhxi7PzxGobbREi5XWvK9FFVAQ+exqix7ClDC6zvK+rVdQMQUByL9xhzpuhJ\nH087ZHoGH+oIRi0q1V3AQ4w0j0qjX2ONNdZY49XHo2D0PsEp/47QPhLnZBxApRwWqaY0hu01+5YY\nQc/qAXAIzY2TGYihey6aPPUs/iGsHkC3DfYFT2qh1KQWABSn3/kiFJVlvAOohGBVf7vdzhw5mhsY\nxxHvPr3A713tX+XHtMYbFl94u3nmAfTXGEuCsvWxCZ2ME2MAb3co1Uaszcp2O+nout/vTQoai5/Z\nQHWjzl2SFEDH5vX879n8hP3+IMVQJtkUMVcMap90feQXr1dbDFthlrL54pqEaQJU5Ryn45xq8f7f\ni6RrTuYAXMo/5+SapbtPpRsujDnNVZpqCVtmbvbRe8SjAHqggWY76e4n4+RSUIi7BC0gepto9tH8\nsqRgTwRSpwuAwJCWCQByJOAO+6VfBM61SwDuB/Zqi/S3ySlhcMVWevxxUTilIwgBaWU8jiMOhwMu\nLy+7Fglre4Q17opnl7uuNqQVRvWgrrKj7+uC7c4Wgevra1xf35hffr/f2/k7VLLmdXmgOdIU4ADc\nCfLTNGG/F8lmVsmmundiHFxjsgbyem2WSv584pUIfTsD53DRaJ4bNDdfNY5o6LHUecOlgFMGUWuv\novLPObnG5Jlwaplc6vGdG8hsn/eLRwf0yipuY/fAeYavrhwFfCYCpwSOjBgUbEkLz0ynY9bCBblF\nTAxUsNc3XgeC+8fTZOt9wB449dn7KVXknkuaZyum0otl2Q9nGAYMVS/1ydnD4WCOHCLCW08u8Luf\nXL2yz2iNNye+58vvdddZi6bNa6M9zQdZmmuzQaogr1bKcRyMcKSUEWPAAFhVunraAXG6DLV/lfat\nAXqgV1ODtjVQkNdrsZQiQ0dca5MlAKshgeE9+7LYFO+R9yzeJUqpoTuWCdf2t6YYKIv382oBnDLv\nen8Dd5d01ZyeFXw5Pd5/PTQeBdB7UFv+HgBa/4vi/9jdjkj60zMBEWxJjZkZJTDGYehXZfQJWjue\nJmmjJGm9G2c5ovCzgv1utzMG7o93rphKnT/6PNSpoG0SfOWs7gA2mw3ee3aJv/fi5kGfxxpvdlzW\n4TXnJEhC33rY926KWlcSIkpK2O/3+OSTTxBjMw7Mc5Juj+idcRrK1BXkvXEhBGlY5kH+eDwayOu5\nrzuQYRwQo2sx3LKuyNXgAACBlMmrndPt0J1TRt4U90YtWPxtQM85W9L1vizeM3iVaFJKJtGcA/jO\ninmL7fO2eBRAD2irU+5As2f3vh1B9ZzjlN0XFHChrhMmAJS5YByGunLWDxhNytGucQhBChoyA3UA\nuW4xgeaz92DvC6rsFdXnvd+LTu599l7rV7D3BVdLsNfXoYNJ1GWgj69b2+12i5QSdrtdZ8u82I7Y\nr1Wza9R4/52nJ5KNaMuiy3vipTbfGCO4FkWlebZmZQDsvNPZCYGoFkXdBfK9TAOgk3O0NbgHeb0W\nYpTRmzLkJHYsHACS2yUDsCraU0bsWhPAcccO4PV2C8BXXjgngE/nUBuL192Bd9GEM5ZJbdroKmM7\nFr8E+PtjPIBHA/Q1GRnayXee3esC0Dz39Y/d7YTdt0St3Icwp4QYZCak/zAJMIslMaPU7yhFvrsu\nd95nv0zSavh8g/5+6bP3x/DM3vvrfTGVvifb7da2sPpYMUak0loZ605Cj/lkt12Bfg0ATbIBnIZM\nBN/mQMnMpkqIIQRgd4FU23los7J5Tnjy5BI5Z+z3e1hRlFW+NjQKgbDZaP+aUwsl0Ab6lJJxOAjI\n+9nNILKmZNquuEr+kG+MbGQxdI+/BHnL1dVVgoEOPD3Z7IEe4Fr8JHchW2w6Fl/Z91KH9yDv+23p\n89ei0BOARw/w9ECk/6yjBN8hop8lov+DiH6FiP4RInqPiH6OZDj4zxHRu/c4DoYhAlzAJXVbtNtW\nQfkg+7LmrriKubVPqG9mKQUpJ8xprpVxjALdwsEYvpQZV88vSDpgVnbjJ1b5FdwKshZJW7jntt/v\nTWPUD13vo33u/TBy1eX14tOLznf1U8CPtQGayjqapNW/f6F2JVxjDeCcj/tUspHfE8Luwqq053nG\n1dUVbm72uLyUXerhcKjXDWHTtTdoYLnZbO2aXYK8tA2OFfwS9vvDiVxDRBispYiAvKCuPP8CTbg2\nr75/re3aXFStnnHJq16//A4AZc7glNu4vxgMfAsXS5YCbfe+7JjLYHsvSylg8Em33sKueMuxeCvE\neiCj/6w++j8H4H9k5j8I4A9DhoT/BICfZxkO/vP15ztDnSXKdrkklJxOWg/0HxAgH5qM92LIe+I/\nVM3MzyV3gJ9rnxwFz1I/bF9YIf0k5IMJRDaA/K4eOb7gxI7j/n4O7BXQNUELwMA9xgguxayXuvLr\nFlgLsHxbY7VdaqjlMsaIZxdbrPGdGz4B2+2YuZGOUt1q+nMYR2RmA3j5usblpRQGisNGjrflvtCK\nWVTR7XZrBGoJ8sLmhWalJCB/c3NzCvLVgCDPzU+EAjJkFx6itBe2660IQ5bEq5K49vxUCaic/SzO\nUJVquBTkaQZV6aiN/JPFhsuCxQc3DcsxeZFl59quQbvsyvvuHTWd1dPjiMpGvFyi7o5P3aaYiN4C\n8L8D+Dq7gxDRrwL4x5n5m0T0IYD/lZn/wF3H2owjf/HtpzLqKzWAL1WbV+a+BFLPoOXNEci2ZcAx\nCgHs2ubU7RCGOIiUUyPoVg0V+Fk/BFkUcpCWx6qBe+1w+bzOafb6fLyM4/vrqN4OwPRRZelaXeet\ncGq71AUopYSSM3a7HVJKJuHowvG7n1x9qqz9Gp/v+OC9Z9iOQ7dLBjT52uYnK6hajcdOzp/r62t8\n61vfAiDAPY4j9vu9JV8V5L19kRm4uNgBaIlXtTgqyPtd6eFwwOFw6Ka06U46DtFGByqhA4DM4prR\nXbhq7cKI2+snB5rs9R6Tg+Xf+l3ZMwCUlMC5Nj+jxsqhz0MBHmRa/F0yjcoxSyeNHkOej3sOCiNO\notLX/zvfevHa2xR/HcDvAPiviOgPA/hlAD8O4ANm/mZ9E75JRF962YGIUGc+ioNFAdQAP0s3Or8l\nWoKovDFV/rlFu2eSN1MtmCEEpJzAXKRtAkTStw+7PrkQgkj9pSAWmS4Dl1haOnI8g++1vj5Ju9vt\nzNUghy+2u1Ft0rdSGKqu6B1KfjHwko8mZ/f7ven6IQS892xtj/CdGAryGg3w2+g+oJ1PqsurtfGT\nTz4xOUdtlPM8i5QIuSZCaAwYEJA/x+RVvgFkzN9+fwAAO2bX8mOxe67PXu7LxSRWkVe0kEiAtEFE\nL9UYXZY/GZjSAuC5FBTdXQ/RWH9H6upz8T3iJSHthpSnucOHc354AlnSuD7jE3nGFghUteLb1NRs\nAPAPAvjTzPyLRPTncA+ZRoOIfgzAjwHSVCmG/suze+nUlkChtQD2CVv/5ndT2nHqzCmlNMDn5joo\neqLHoU2AUXZfT1ZWkC0FyEAZekfObWCvz3EJ9oeDnOBLsFcdXpm91+vVP+9lHF89O46jJGerBjgM\nA+Z5lt+tVbPfkfGVD97tk5D1u58WxdzGVxIRwsUljhXknz9/DoAsj3SsAz5CCNgQbEoUUestv9td\nVPCPjs0H+xlgk2r0Okhpho7y0x431tHSVdQWhiVdQ2hNDIsDYG8/1OvYu23k9/LvO1m8W0hUS/cL\nprJ4bSPs3TVa9+Jvv9z9t8+i1941sQt5ybYgKMDrNKz7xmcB+m8A+AYz/2L9+WchQP9bRPShk25+\n+9yd2Q0H321GbUyJIcYK9rm5Txzgy30LCkcD/HPs3hda1T90twEgzpyFXjnzLFJOiDU5C/SMoPKJ\nUkCpiCOnKj/K7n3LYb3Pss3xfcBe/fBA89hrQZWXes6B/TCOVkwFNLlHC67GIWJeq2bf+Hh2uT2T\neKXOSqkgr/JN2G4xVQvlixcvcDzOeOedt+xcPBwOIqmQnPrnQX7J5MlkG2ZUkN/jeDxgnut4UO5B\n3ss7IpFIPk30eJ0EJdejB3llw53U2+k4qsnbDwr9wuLnliNrck9fjeqbjxmDD06mSU6mwRmZhntH\njl9kAMfe620Li7kkq4wMdJbSl8WnBnpm/v+I6DeI6A8w868C+EEAf6t+/QiAP4P7Dgd3/1YtbSRp\nOTw7OUc/OAH9BEID+4eye2H2hEKMAf3qmurtVM6xJwYYswfJSYFUQAOBHLMHTqdWqRa/BPtSyq1g\nv3TeKCtXj73eTi8ob71UG5r2wZnn2fT6UgreXqtmvyPi3WeX3e4PAMB+wHfrq5RSEvcWCNN0NHfN\n22+/ZVWwgFwjkQgjWn1Lk2suANwF8mxyja901VCpxvem1+s5g8G621787ZwBwq4/R+QV0KmyOP0Z\nEBZfUrM4dypABV6rYg0ND7xurzkzjdsAfulKkqfpyGhpEo8CfPkUAG/v68Pv0sWfBvAXiGgD4G8D\n+JchO7mfIaIfBfDrAP7kfQ60TF4StX7RKufoYPDe75vAHMB8anm8D7sHUIeRy78HxwIKM4aoQ4Kp\n9sOmTrcPgDRFC7AeObptuw/YAzCwZ5Y+OEuwB2Anjw0Gr+xKffa+P4g2fNKF4ng8YrfbYb/fmyQ0\njuNaNfuGx1c+eLcr5vPXg/6sgOzHAR6PR1xfX+Pq6hrPnj0FEVWQb+C2gQJWO5cvLhqTVx3e2x2Z\nC6ZpxuFw6IqgNMRmOZ4ALTMj1ceLeo3r3wobidPrEljYR50c0ss1ElwK8pxAaF7+syzeXksDejV5\nzGnuZRpLCJ8CfGeTdNFp/68I4O29/fR3BZj5rwM4l/H9wU9xsOqyoRPAb3JOncOakzEQTdyUzAb2\nD2H39XWAqSVXItdiK0gLhaHatjRRSw7smUiqakuRE8oljc61TbgL7HVqlG5b9fcK2N5qpsCf5tk8\n9Jq88slZ1ei9r17fu7Vq9s0NHSbiw+vydrt67gAAb3eYajXq8+fPzUJ5dXXVGQB2WLJS0e+9XKMM\nXkG+FDEIqKumWaeBWHfOjck3Td1AvrrljP2aRt27XYDTGgF97f67Rq6++Bija6XAHUnzGrzX4QGg\n5IJDOnQLliZavZ7vdxrnAF5vqwnWDuDlRuiyswup52XxKCpja8oTQG9NbB9Ok3MANJZfpQzTxvMM\n5ngPdt8mPy3ZvSVruen3CaIBDmrzJHErIBACt80flSJdMGNz5Pjj+i30ObBX9q3M3oO99rZRQPdM\nn3LuJlQtWyUo2HtGoovQ04vdCvRvYHz0/jsG4O0c6xmv1mEwM2i7MyB+8eIFxnGDYRhxc3NjTcou\nzIh2CvIh9HKNnySVc+lAXq8FPTf9hCn//EqVa3zSFQupBk7KOUlyemfNElwLNxY/OhavowTRwDmE\ncGKtnCe5ZlI+I9O4hmlLgPeSUtPfW4K1VcnaQe3V2GtZJI7vE48C6EGEOBBKAaRh22lWut4MgLp0\nNpawPbFkZgYX8dX6ZE5bRCIAFsAHOnYPLKyYC31tCFGanaEgQKQcr9sjZyAxykCdI0cZuB7He+GX\nCVp125wDe5VlrKlZZfdUT3YFe+2O2bU2rs3PvF5PRPjCW09Wy+UbEt/z5fcANAcY4Fxq1HabSkTm\neUYYRkwp4Xg44OrqClyA3eUWx8MB0zQbyLfr0IP8FjHqMO+wAHnYOMFmncy1wIo666QeV65LcdUw\noUo1Sz0eUPlFF4BzTpbeXdMizxllTubNV/BetjWxhKzrLjmnGWlOfbHSbTKNGwO4xCDdNZS6U8+e\nvcuHpq+kyy18voG+vqgYpftkKV4fk1iuyF7SmR27b4B/PlkrD6f5gHhSZOVPFu1175O1MzMiy+Oy\naYJNygHgHDl00tt+acF8KNj73vQA7EJR66XmLhTsfXKWY7Tk7H6/NylnGAa8/WSHT64PD//s1nhU\nsSQsBjToB3yEEOrQbsJMhOlwwPXNDY7HCc+ePcU0TThOR4RA2FFjtwBMWtlut50OvwT5lDKm6YjD\nQXrIMxeroj3nj5fnzkjMdj2d6uUVuKtez4zaH6Z33CzxAqgsvjLxcRxNgulkGssx9DJNKQXzNMtA\nbuqP6UFe/fDeZuk/F30s0d+zs0nywpVirwbnAf5hgv3jAHr09sOO3XPbxi11NpV0NjRiCBGzY/cq\nT5SSAO4Bv0t6VF7uWyAv9XuRboCB+7maquOrnANqlqwCALm0pI1L8iwtmHeBPTPbBaXvk7JzoM2L\nBWDWS3t+MXZzZ2OMSFUe2mw2Ju3knLEZRwAr0H+e46sffqFzfDSQ75mlEgNmRhk31iVyvz/gyeUl\nUkpmodxWNmmJxPrvzWZTu0d6TZ6Mlc9zA3lvTJA2xKN1nlxKGbnq8cqi9fcG8oAVSXmd3l5vo79d\n5DkhzwlDbIsLg1Fys0B6gPfS7zw5Jw01DR7AiQ7vQR71qfndgiZYZaCI3UD1a/3fCcCT/a0taudy\nEbfFowB63cb0JxMQhiAFFNluCAAnSVsidehsEEPEfMLus3ScWyRrW7RtHs4ka71uP+hJF6q0AxjI\nU91G2vGJWvvjzLdOrlqCvWcwCuge7AEYuCu712KXeZqw2W4726UfMagXubosdEFkZnzx7aer5fJz\nGu+/87STa3woywbkvDGisRF55lDZ/G63BUPmKIQQsCFCQOsGqdebgPxwK8hry2IFeT2XxR8vPeS1\nKZknXcnp8csFABDAC1EccOYlryipLN+HdoJM0wxiqb7X/jQnAN3tSlrBk+xE2DC25GK6uj68tT1w\ntkt93tZPqxQZ1nIrwDeTB9CA/jzAy/0fgPPrcPA11lhjjTc9HgejBzDlgkiEyNwxe/XpSoc3d5+F\n3CH/BsbawtTLOM2V03vulzKOPJdeyvHMPnNu9kvHNkSvDzY2bakvyp0lSYvh/IjCpZbnf16yev+a\ntS+Osvp5nruhJVplqE3YVBfVxKyOipumCTHG1Vv/OY3L3cZ2ZoBzjFCbf6D95VNKwDDicDyaZ16L\n9W5ubkRDD2SuM7keqet10ydfhc0zlyr7HDFNR6TUnk8rhKrDQtAk2VKtzdF22+eTqyHG6rpx5f9E\nJm00p4rMX86Ty2MNTSbK3HY+odq2zVUTaofJ2nPHDlkcO+fSKmOjY/NVDtLkrLqLzA9fcxC3MXmq\nrwftT+0FoTL5KmE9RLYBHgvQM5AKS1dIZkRqxR12okWybVEpbPp94VObYiDCZqi6fTyVcsRzH8zr\ne+75WJGVnj5LGcfpegL2DAQ5IUL1/HYyDgDKGTQXYGw9cvQ5+Qv0NrBXvd47FQB0RVIK/Ar2asfU\ngSQq4WhiVt056qeOMWKMWq+wtkj4PMTXvuuLRmg0lglYnWEwTRNAhGPOmI5H3NSBITEOOOzFhTWE\nWhBlIC+6+qbmf87JHEIkZgN5OafluSwLoYCqx7M4axT4/d88kOljWZ8YoDlRqE9NcmGk4wQCYdyM\ndoHCMM4AACAASURBVP9OrqlyiwG80+OVNKE+hnniNWFLEKeOVsaS9uFh0+JPAf50Zqx88wB/u4um\nOY1awvqBOP84gB4Qi1EhQgkBmYDIQHQTpzyYx0jgAJSsydpTwD/R7WulngJizqod9rq9tz+JslUZ\nBBbsvq7QQ3XgyH1RnQAMdll7AIhqbctZ2ibEABraB+t99uQWOnuHlInV8N5jDWX+moBdFlMtJ1ml\nmvDdLHrnvP1UBkqsev3jj4vt2E09a+dMn3wNIViNxhSiafM5ZWy2W0zHo5zPQ8SGW76MSGyQ222r\n2NbGZM1c4EF+Qqk6tNw3IsahDhZp15h0nqSuf7z8rbF1/xw6Z4z8sTnl5I7IKSMdZ2PwPpmbORuT\n1uIoBWwlXH6WAzM3R03V+pfNy/TB7bYK7pw7T/wyDOA7Z00fnQ6vi5sD+Kbd3y8eCdBLMAvgcwgo\nRMhM0jOMs/WQB9q2NA4ELjrRXbrb6VviAd/knNTknMbuZ3CJsi0EThj+Cbt3kg0RYa6LRfQJWneC\nGRC7kzbnLIAf0DF7AA8CewAn7F4tc8ryfTGV74ejAJDre+FHGOrxVn/9448P3nvrZEAP4Adii0NG\nCU4aRhzr9KbjNLe/lYJxiNiitzYqQdB/A+iIl/jk59qcTIf5KMgvLZQCVNZeWBOri6QrgO7xzsk4\notU0GWM+TJJwrS1EdHHwx9XCJ2XyyvK1HYO+dz6Bqo/nm5f5YzKLc6dUgE93AbxkjC1n7CFeFyv7\nue489PdOqWrOogew+kcC9H3FmH1AIaAwIRMhhqaL+8EhAvihyjlcwR5Wlabh5ZzJNXFSV05O8pjF\n9eg4YffMYLQRh+YWKBmFC4Zq4+TACBXw9TZRe+ZQs2BmBe14qtsDd4O9Hne323Vgr38fhsFknJFa\nMZW5c+ZZdNkYkXJrHLfZbGwxCSGsLRIecXzvx18yFtqslLH7WQfFz/OMPIxWnXo8HjEOA3JOyFnk\nvC23ym39uri4cD/7Yzef/PF4NGmRGWeKoRTkGTO47rTPg7g+vkk13l9uLL6CfGXx80Hae8ShXbfe\ngSTSrwC8LTokMo0SI73WPMi3/IRW5sIYfC5tF2WeeKn2PIn7AHzH4PUvlbiS7c764z5EvXkcQE84\nA6znAF9uPgReJIrqjMhAKLmNDmMudYvUyzm7sKmAPxu7N0ZdJR092XwwAKIBXYM01JOVZHbt4Fdl\nal57ZMgCULd9keqxcwalAhrbYy3BXr/7LayeyIfDwSb+LMF+HMfWxKxqtMxserzp9RX4/YASPc7a\nIuHxht8Fig69nNMqmvrxeEQhEpA/HnE4HhEqCUlzwmYzYvMSkF+aANRCqQV5njU3C6We062dgRIe\nQORWQbZ2fWrebNkQsGfxddHYT0DNW52TePQ8trYMXqY5tgVSMce3ZliOALTbZGktkll70jSAV1Du\nnrP/3gF8BfIO4HugJyIEtCZovho3UHiQZ/IzAT0R/ZsA/hUIBv4NSPfKDwH8NID3APxVAH+Kmadb\nD9KOZd/vAnwAKEwIBAycLXG7TNqqS+ecnBMCYaQq59RkrZ4UTdJpw7j9IiQngjoDenZfSsFM0jN7\n4D7Ry9TYS4wRcMw+pQTMRRw5YzsZz/mil04h3wxNL2wNz+xn1eK59a/XFgnDMFgh1bZ68PXYMcbV\nX/8I4+sfvW9yjO1uHdDreattqQ+FcZymWoQn18A0SzJ+4/Jbek5eXl528k23g12AvIYmbb2zBpCk\nayEghkG0ba5kzLFVoOWblpWq+l3P+5wy5v2EYZQ5sksWr8/ZpCYv0xyOyKXKNNxyY1z6RKsvqtJj\n55KrH74BPTy+wAG7S676bIICeZNmetmqvd6wuK/8FKqM1Goj7lfk+KmBnog+AvCvA/gBZt4T0c8A\n+GEAfxzAn2Xmnyai/xzAjwL4z+48GJ8O5rgL8IHG8iMBkQti6afBKOCbpIMm59iKTwHbUeQc61bZ\nOXROm6QZ0ELZvWuQhgbmlqhVLS8wmEIH9vp8tRUBaSXt0D4WzzLce9893m1grw4C7XUzuWIq1ev3\n+71dGFogooleZVYxRrz95AKfXK9TqR5DfOXLX+jktRACwMF0ZMAl5FPCEWSLes4FIVR77WYj7ho0\ncDyVa9xIPDd4RDtQamhhXoyDIziMmYUYDbH2pCne3FAboQ11J+qHY1eg1HOd6+IwH47gwtjuts1N\n46pbFeD9DoSIcJyOmCcn09REqy4q/vVqt1i9thTk04K9a5wD+N4k2TN2/TcWJFQW69MEq+YICFT7\ndwWZhBcCgBf3Omc+q3QzALggohnAJYBvAvhjAP7F+vefAvAf4GVAjwaQ9oKdbgacDvLwLD+zDEIY\nuHQ+fDl5qY4AbFs+QMGy9riOAbuwlRcUB0xx7jR87Yrphyc0dh/BkH4Ny+eniVoAAvgRclkVLMCe\nWrvYnGWLeiZJ+zKw1wEmCvZ6sc/zbB7qpe1SnThq28xONlJNv5SCzfg4VL41gEBALk1HBrfrRT97\n9YLPIWJ/fV2lugwKASnNGDcjxhBAJXcgdxvIa2MyANZSA1BnjM52bc4agDFxEW+8SorVqWYLi5Np\ngAWrVbnCsfhpf8Q4jBi2g7QNrwlQMGzB8L3s9do5Ho9gCJgXLuDcZBpL0LpdvdkjK8DnUpA4o3O9\nLCUaD/BVYjJgN5lG2bu8PwS01stLAb4+hjl9al5j0IWsupnuG59lwtT/S0T/MWS4yB7A/wwZEP4t\nZtb93DcAfPTA454APtC7YTzoGygRIXNALHRS7CEJ29u7Y8rx5XFGkjdzihHTPDt2n8X3e4bdA9pB\nr1iSyLtyAKBwaLJNAAJT+7nqh5EE3HPOIMbJ1KrlcwYa4OvfdIDJdru1v+mMT2+71IElwzDY77fb\nrSRn6wXiE7PDMKwSziMITcB6yUaBfnA7wWmaMEMGhmg+hhkoJWMYB2yGiJizdXhVkPfJR9W8fYth\nYNGXKrYB3rIoVBcMZCeojcdaYaDIEsPgZJoFO+5ZfMF8mMCZsdvuTIZJOcHskkOUHjZ1gHfhYjZi\nQGyRxCTSSy5mxdbuleb+gWPwOSOxAD13AI+aFG55Bfm5/lV3JHy7TCPvncunuM+X1MJawd/vUPRL\nX2uTx14en0W6eRfADwH4GoBvAfhvAPzTZ256NjlMbji4VsR5meY2wAfQrbz+9urFzxwQmTAURgzk\nGAoBoc0JUSeA3zlodlslnSnOouOr/z7N4CB2zLvYvT4nDfXdjxXcOQSpwU29lGO6fU5ALidTq/z7\nor+3N7o+nso4ytL1dwr2x+MROSWzXWrl7NJTrwlaPfGHYVgtl7+P8c6zS8x1nqkCMrh3huhnXwrj\nprphSilIdaBFjAHbzQYxzZ2W7QeHeJDXhmfW8wUNqKQQSuQaJbGFCzLJzjgQySzX2pdGjk8YhtFd\nu9yDpmfxOWO+mWQh2UpyV3VyroldBT5NtPrB5bZgmMddgF/BXfV4vX5TTvcCeAV3+z3QgJxVnuH+\n9/r6K4B34E4iyaiUBcAWIak+rhXF7rUGt1DcJz7LfvyfAPD/MPPv1Cf7FwH8owDeIaKhsvqPAfzm\nuTuzGw6+GQf2Us1dgF8fC8DdgM8ckIkwVMAPoXSAH6gCPp+ye32MGCN2IVjHu9kz/FTMinnC7lHZ\nPfrXQUSYAUvWalEVqg+6TbwPGGiUVsu5gM7YL08cCe19BXA72Ct4ay961AtC9XpNzgKwIhJ9XqrX\nxxCQb/EKr/H64t1nl1IUlOtnxM1Voo3rdJG+rlPFRHZJlrfa7XYY0mxsUYqhtt0uVXeVHuSB/roT\n8FGPfL3umMFBQJ5QJRC3OCiZ8SAP0Mn5W0pBOs4oqXTN/FKSPvCBapvjONhUKO24qe+HL0DsdHin\nb6tGr++p+OBvAXhNri5AugG8YhU6cAeaPKMST1312u9DMIlrqK+1Mfihyzn4rp7lDG7dFp8F6H8d\nwB8lokuIdPODAH4JwC8A+BMQ582P4B7DwX2c0+YBdOB/m6yjJ4m/XymEFIIAPi9smVG2dJKY6bPf\n/nGWck7T76XHts7HPGH33Ni9f36arB2rfs9ECCDMKdnkrECEIQ7IpLp9sCStv6CX74l/D7QSUr32\nqrXO82zavLL5EIKBvbel6QQrBXlAAGeVcL698X0ffyA7sZKdCwYdeKaUcJOEte73BzAYx6OCNHB5\ncYGY6qzhCtKeyes5pCAv06VSvb8kAQGfeG123plLdd1EgGUHy6UYoAl5INdauPnLzXlSxL44HybE\nEA3ktUUIg022GOJg5/v+sEdOuTp6YAVkKt0YaFYNXxOxRtpYWLwBNdru4izAd24ZNJmGXWETXBLV\n2H/9HoPVAumiKc8xoI1VFJD37L25CUvXffM+8Vk0+l8kop+FWCgTgL8GYej/A4CfJqL/sP7uJ196\nrDO/0zfHA+h9ZB29vQdC+eAF8MfAGMIZh04dCVhyn7TV5+LlnGNl9yrnSLK2H3Ci7N5GmjiG778G\nlpm0CDK1irMbSq5SDkj65CCA6nARvQDPNrJykpLqqrvdzppSKdirb17BvjlxhBldXOzqdrlgo84g\nkoTfKuF8e0MLeyxBWnqZZZ5nHErBzY04oxjikder68nTpxjSDEZrMKZ5HA/yap3U3R3QnD1+qpk/\nzyfOlV0LuVFrsh57GMeaiC2mqyvoyXkq12qaEjgxNmNrt6ByZYgBYxzbYxMwHXU4SqgOu9Znxucs\ndFEyDT5JziJxRuZcQVPeNQV0wxbP35W1VwYvz9+Twza/VsAZ+mJNlhHpJlQgj2eZO+Cv5YpLhVFS\nK+byrRnuE/SQVeF1xTgM/IV3np2A9jKWQK9xDvA9u9afLYEUpDvfEPqLRY9lbRWgNsr+2KUwUs44\nzpPJObmy7nPsvj2nnuH75zPW7WQIAXBTeBTouRSkLCdlotYKwTdF889zuQPabDbY7XbCvuq2Xh9P\nB4ejXhwq+0zThIuLC3ksZut2qc/t+fXNWkz1bYivffi+VLCWIqyaW295ZeBzzvjk6hrJ+t4w5nqO\nPHvrGcZaCKjdTH2rAD1ncs44HA7Y7/fWEqDp+IMlUD3IzyhVNw5NLmG2JG8Mocmj7GVGITScC9Kh\nLSi+FYee03odDMMAEJBTxn6/B0gs0ibBLBi8T04zM1KuDL4Igy/W1gQvAfimuy+Zu74W0d/9gBf5\ni5+dG0NAHIbqUuqBvn0Wrc2LLoKltO8K8KUUEID/+ze+8cvM/Ededg49Cs8cMxuAeIaxjA6M+ZQd\ne8D3X0tJh5mRVdJxDB+AVdDFQCiF0Ca6t+NLwdWAIUYc44CpAr4la6uc0xVMeYbPbZygLQjMGGNE\nrK6ewlK2XrhUTZEwUBQVJxeTcTwTWzJ7/xi3MXug2TCHytrVoqeWTQV4Zf/6nq5Vs68/vu+jD3Cc\nRILT+amltMHeej6/uNljTtkkhVQlnKdPn2As+V4gv9/vza2i16Eu6n7+MQBkLigAhmEEUd1ZqlSj\n7J9qpWq9j2rU6qXPcwGnYuejnldKYpaOHgDY3+yRcrJdq1ogubDZJJsDiO21pZQE6HEG4GlBFo2g\n6/XpJBr5g70PIsHE7r2EY+8UguzOLXEcTYuPcegfl2SBBsQdJYnsZgU1nIO0WHlIPAqgBxrQ6we4\nBOtleBBffgF946X7AP4Y2m6hd+mQ65LJ3UlLRNhtRowx4qi94JXhlwJ2xSP+8WUulZZ/N+1+YsYQ\na6FVlAHmaU7gwm6izwCiLI4cwPphA02b9K/BnyDnwF5dGdoETW2XAEyz1744uphRvYDHcVwtl685\n1GWDChqc2ZKNeq18crPHsVa8+iKmJ5cX2AQCp9aqWvvOexKSUjKQN2/5AuR9pNpaRBLC4nEvzAZs\nm3Hs3TbQJKQCF6NMGQTCUM9DoE+a6uPqdayVuAKgdfdQ2xHEGGuV7NAtAHNq4zZPAR6nGMMAcU1y\nLlk8AAV46WC5tH23qlXT3kPzu7d/xxNsEhwqxtoBNAavtlRIljcAnYX7vvEogF4Wy77XxLJo42WA\nD3cMoCVjHwL4ABALYwwFQ3TzI6OcBOLSWfphyWZnajGD6fdpQgmtnbDf8jLrkIKe3SfIqq42TE38\nFi4Yh9GStba7yRkUIjA2C2ZXDFJPfH296sS4uLjowF63yNraWJ/zbrfDzc2NMaVcK21LKVaItVbN\nvp74+odfMrCKUfzocOdxKQUvDgfc1JyKB/ndboPtZgTm2XIvy2HcgHz2CvIKsnreLTujTmpPrICl\ncgmz1KGoznyuhQFX4C+ZwXNxCeVe3tSeTbq45Jxxc3NjEpLaJHPOCCRV5cM4WGGfFYqlGRnyfPM9\nAF719x7kAQV3Ano8UmmHGsbI3ytbN3uk6u9tHKO+J6XmM0yOYe8UcuBuz6MCvBV/3v9cehRAr9rY\nUoP3c02XOrpnJHacejJ0kkhXwXe6ki4XBgX9WBibWMzjr4BP3Prg+x74IciQ8jEOODrAt6Tpwo7Z\nsfuaqNXnoYNNNFGrzFytjj4ZBiIgZdEE66e5BHt97bqIKoNTsNf32t6/+l5kyIV3cXGBq6sbPHly\nAar6qbZtyDkLoKxA/0rjg3ffNlujzlf1NQ/MjP004fp6D3Cbuaw6+sXFDqh5mCXI6/k3zzNubm4s\nJ6PgrmDvQf5Y2hB61dBzLiCSOphhHM1SCWbzmQuAVp05yfw2qg4wr6kDOJVpakI4xmguGb2P3nYc\nqoSVi0moCalOg4M9BwP40GvwxG3ANzNko+1kEQ/wwuJ70hkruJttU33vC+1dF2gubFJT0ffFuWhI\nFxaGAX3Dsz739rlj9MCpF1xfxJLlA62x121M/zZZx2uPtwG+PqYC/hAYYywGuES+D/4p4IucszXA\nn+rFKqDf2zHba9Wq2t4pJAyjWKIWBExVavGDR4YhgjJABSdN0ZY7JNs5OLBXjV4XVmOG3NoZX1xs\ncXOzx5Mnl7ZjUctmjGvjs1cdu3GwczyEgJQzhhiltoJEoX1xdWWFf+o8uby8lAM4kF/KNSrjKcjr\nYyyTg3JkYOZc8zZynSmRoCphSJGdu4aIqlJTm5cVBhLbUB49t0MIXddV/a5tlPU5a8FeKUWslbVR\nH9UqWDUXJGRkJMfEK5gHx+DNBcft+alzxnkjvf2RnI4v7QjE/gwAcRg6DV5ZvJdsgeqa4Wy1BV53\nJ5Wb3QKju4uGhectnPeNdTj4GmusscYbHo+G0QOnrhrgvKXS689Lhr483kOYvT6OT2DOzEiFMGTG\nJkrRiCWqYqj972uyFmyrv9indq0q1Uk5ufruexkH1ZGzkHHqyj7WxlEhBsxptjmUI4+mAxJlUCZg\naO+l7QyqT96/tttYva9E1IHj2r5Ybz9NE1AT6Dln7Ha71Vv/iuJrH7xvzpIYq+QGsgExRIS/+61v\nIeVmPOD/n713jbFsW6+Dxjfneu1HVfXzPK59r69tjIiFLWEiGwkISEBwriCWUIAECZE4fwhx4E/A\ntiIgCAWS2IAMQbGsYCUOOLYDjmMkUGJjHhKKHVnGjh2sEDv3+D587zmn+3TXrtp7r8d88OOb31xz\nrVr7Ud3Vp+ucW1Ndvfdee+253mOOOb6Xd1jMF1BB06eEzae6vPc+BkOlLrYpm48sFJxDvi8q3sU+\nxDEgSzV5YfLoo2LJAArBqSGZnUtG1XR74t4pxyTry30oxyM+8z2TZ2OrMF+WV4ZS75jJ95kygVTj\nkXOulIp5d4i4MLmO5yobzELin1K9DQVs1LVWjKy9e2R0QQXLM3H2MyHLjF+l7yl75b52K4De++k0\nxfK6C/SnNPwp/f5YwJd105tsCPgOuVPIteqNotEVE/HmSQ0+ZdA1c52hyVo0be97b5yF0sMIQ5mK\npzKOeORIIJUEMQGAazmjn1SLAhFKC7RZfzxpJO0hsG+aJq4rIC/l5lirX6NpmjgwFCP7QXq97tr1\nWx6ikZWiKHWwZJHBW35GPlitUDcdAEKW8flfLBdQti8QXpblwI0S6EF+vV6jCxHeqVSTgq7xXNe4\nyPLoniiNJZciGoQ9+nw10aDpPJTtjcapHi8gL/eKgLt43sn68nynA5ZzDl3boWkbGGdgaAzwPchH\nMPS+9/iRNMNRqfVhvxS0yq6QP45S7zNj9qDeA72kEBa7hHMuZuqMQVyetfgxuEMAPhpXfdzlaG0l\nCZwKIB+jbY8H+1sB9OmIfsUijunRS8BkSodOjZDpNnYx97ReZDpYTAF+4xw6y2BfhO3wg5K6Ykqo\nVRrhq1ARa/d11sboVGtaeJfFJGn9w9Oz+3SwSROjSWu7tvfKCQ9rYS2UHp5bOQ7xUJgCe4mWBfiG\nFfAXsF8s5lhdXEKHJGdp1KwkPbvT6l+8vX3/DACgtOaUwl0bMopaEIDzy0usN3UwvDJQLhZzzkRJ\nnLMI6Gunpl5XAvJi4JwCeb7PLHSWQas+VXdKoIqijCwVCPdYcEt0zkE7Tp3sg9u0PI95nkd7gdgJ\n2rYdPKdjg6u4hAqDb9oGne1gycIh1KeFPLeJwTQAO4AIugzwiaGVEJm4CmxctHlOeBY8j9TQi2YK\nW5z3cCGWIGXu8RyBDa0UZv69/g4geAQNw7AoFCBP8bA/zo8koycARVaGIAEXKqjbwegK4MrJHTP0\nXSxfbqz0t9HDZGDwwBUj7xTgC2i2hlBmGnmQRXpXzMDwr6RS4Jt3oRXyLIsVfyRJWsruGexVGNVT\njyA+R4UXJsKGoLZlI22RFzEwY3zu5KETUE7BXgJmBOwBRL9qAf8sZ3Z3slxgtbrEYjGL+UIkJ0me\n53hwMscHF5tXc7N8jNunHj2IhnatNIxlt1drDBtFrcM6pDjIgstvVZXQgegIiwcwuO8l8G0d8tKL\nZBLv2QS4OrgYJS1Fw8f+9DGvfCTMbNSEBzKn4/0kA0QapAUg5tKRZ03AUJ4rMbZKJtWu6zghn+1g\nyMBRD/BqCuC9gw1BWby/ofZyOM+kCFmckUvWSApOEuL/noVZezYkcyH/jTzWQ4DvWbx40KTg3ssz\nwIC5S+qEmDYBGAL89N912q0AevGjV5JCQMmIaAesYUrWSRn6PpafDhoDvWu0LAX+Q4DvnEPdebRW\nodAORdY/OEoTfAB86Ze3iSjpMLvPIrOxtoNzduCPzMevr7D7FiF6MHjlZDn7uNeuRpEXESwIrJE2\n4Thi2toAzukxi8+yeG5I4jPnHIqyRNs0UGHqvVzOcXGxxunpMj60AixFUaDMGzTd1VKId213S0HY\neQ7V5/gNvhfPVys4xyAvxT7yoNkWRYEi1AUGeo3be4/tdov1eh1BNHWh7L1rPIzo8QFcxY4k/Uav\nmsR7UtwDNTTgEO8t2VZRFFGmEYkvDbqTAQFgElRVVWIT4GjstmunAV6F6FNQ0N5dSKaW+sH3UolS\nFKXPK9KM1lf+BPij9w7x8VrbZ+UUmUYCngCA4qAycouUkycu/SOffgF3AHFQGWa+HAL8dSTSWwH0\nAPjgWbgCwDmjtdJximh9f0NMGV936fACYOmUS17HLF9ex78/huHXzqG1lhl+wpayoJU7G4KtkkFG\na4W5KlHoDLXWaCK7b0GqN1RNsfvU7995jzw8WN571E2DPEgqOuj2FVGsLhkLqSSG19TQvdkwG5/P\n56iqCtvtFs5a5EUBE1wry7LEfF7h8nKN5XKB7XaLMqlcdbqY4/3nx5U5u2vAJ+6dDvy1m9ZAh5J/\n3nucX25gHKAVoSiZtedaRZCXWZjcx2OQBxC18ZT8ACFVt6IowRljQKAYaCWkJjYKwBVYfEFFDFRK\ndXVh8cLKJTBPQDxdF8Bg/aZpWIcnA6fEDTGJPiU1AHiXArwLIBr1dx3do6OLdJBs0mRiUcaSSnLA\n0Lic/iXPCyJ7B4ZukEP2PhmwBdHcr6oXxG/ie5/2jxsGeiL6YQD/EoD3vPf/aFj2AMCPA/g0gHcA\n/Gve+2fEe/kD4LqxGwB/0Hv/S8fsSIxcA0YgHCLukEVPExfKewFD/3Wg97EHhixfMi9OyTqybnLM\nVx6YFPDTPoaA77B1Hq1yKDIbAV/2KyO6AvgAkOd8s+VZjrptopxjEp/7fjsqBlLIfsc0rkF/z/IM\nTdvAOduze61RAWiTYxMjW6rPyjEDiOx+Npthu90ycwvRsU3ToKqqqO+XZcmG2yDvFEVxJ+Ec2d48\nXfbgozU60wLg4t3OOVxuGnRhdjSfV/H8Kpk9BTCW+wTo8xSt1+son0ieolSqsd6BMo1MqegkkEo1\n0aMmhZrgM5+rHPB9bWLvOQePpBcWQE+LlqQavMgzqVxZ1zXqpoYlC6tCYjMEYA/pBQgIGUSCX3pw\nhOiBFMhCfAkASN4pop7R93/D2U30zgHiDEFiBNJnXc6FgLtE1vqEsSfuPEOcijgyZO28vF8/gcTB\noDF8Pa4dzF5JRL8LwCWAH0mA/s8C+MB7/6eJ6HsA3PfefzcRfQbAHwMD/bcB+AHv/bcd2olMa38m\ngR5Xtz/5HkCoNmOvBCyNpzcp4EvbBfi7tjdgNBhqoPL9eFDQilAGXTPPUte1UMM2TOf62Ui42dsm\n8c7pPXOEWblgvef96I+Nt9nPKExnQIpQ5sUw06GzaE1fREXOh4B9OmgSEWazGQCOVBwMBsSFLM5X\nFyhynp6LMUu2d7ne4LJuJ6/tXeP29tlJBGIPG9NUGGOwaUxIbgecLOfoQgoKDQxAPiUdACLIK6Wi\nQRPAAOQNJPCO0HUtXEgMlhaaSWfK/SwSqFSf6E4kJ9mO3GcpqKdZVuVYZSCRHExNwwzeUp96ezAL\nB6I8lDL4CPAA8lC7Np2xsCv0MN+MDokCtUrr3AZD6Zi9O8lB4wfALuuz90z/mVtqPGV5aRC4FfR4\n8dbha9Jj1BjMZXCJclT4za9/9nM3k73Se/9/EdGnR4u/A8A/G97/JQD/B4DvDst/xPNe/TwR3SOi\nt733Xzq0HR7BhnbnsP34/Rise3mHo87EiJsy7ykdfwCYCUMHhjdWur2U+aeS0D6Gb6yDdSGMFCOm\n2wAAIABJREFU3VhUuU5Co1k9d7Y30kQ5p6oG7L7rOpiuB/xUL3XR6wBhmyYaa7OcH6RtU0cPGvm9\n6PZAb9NIjwHo4xXESFtVFeqmYTexcF6bpsG9s1M8/eA5TpbzQUHmsiwxn1V3QL+nvXmy6NMNkEfb\n8LliQ6gP0dTA2ekSXcgsqhLmLNdIrqG4Km632+jKKAba1O3YkkeeFfBegNbHqFP4PqUC0ANroYKh\nF4S6rmOKhrIsYwETkWnSegljI6t40Uiiss6H5GPEBbjZODoG+JAMzVmk2b6JWPoQgNdKhYpN/Wya\nc89kA68ZYe+CONPg3tezJQFaYADs0sTFdEw4mfz0Hj3M3IfkLvYwMtKm4C4Sz9j989j2ohr9mwLe\n3vsvEdEbYflXAfh8sp4UB98L9OIR6kWXwlX9afw5BX4iLqytFQZGXOuvumtOafCpQSgF7X0G3F2A\nLzfScJoHGGuxdg6ZYsCPU8dMwTtm+GlpsCIPaZCzDHWog8mBVmIk6qe7sh2VMK/Gd7DBUFsUBbZ1\nDessyoLznmRADOMmGpYoHPctYF/NZqjKEk0wqLmwbtM0uH/vFM+fX+DkZM7umHmOtm3vAql2tFne\np7CQv6ZljxqWQizqNoD82QnLNXkO8h5ZyD+UejtF2SMpp5fKNQNmHvT4ruPZAoWEZOkgL0RHtPhl\nuYx9SyrjPM8H1ctiIR7X54cXm40YWYXB13WNzncM7pQ+W4n9wPsA8MLgxT2S2bJWSd3aAPBZkmdG\nqjXxexX7FldG732sQRv32UlBD5FmenCPODzCVwFzAXGRmYZafC/PCHiLoXao64fmfWD6ClpR1PHT\n9jqNsVNDzOTeUFIcfFwwN5UP5POVTnccJOeiUIAOWr53ByNhU2lnzPQjAx4ZcGXZ2EVR+paHVwYQ\n6bcLRSJyrTErEkNQRqDAVCSDNxFQFQWKLMc2b2LNV2s6qOQmFiYlLm8UjqszBs6xobYsSx4snONc\nPMGfeZYVqGUqnwRWSd8p2NfbLaqqQlkUaJOUzEUwwi6XM6zXNeZz3laq199bWDxf17hr3O7NWQ4T\n+4mxbQRJYwzqxgLE+eQVESjPoZyDyrII8kr1fu5SFFtcIIXJp7YlBw/SnGW1bVoYaxLPGxpINXLd\nq7yCUgqXl5dRYiHinDpSoWoM8H0uHIrBTgDPUuq6RmtbGMUAL+AOIAF4ALYfLLzkSYPo7yow+N6w\nLDVkp/L1CAiPZ/POugD0Ikv1iji/eEj8Yq+VhgFJDT3/RLbECPTHRHEgwfihwVbcPLlfwZ0p1j9+\nf7i9KNC/K5IMEb0N4L2w/AsAPpmsd1Rx8DzLvCI1ChiI612Zouxi+1eBWENBw+tswPLHgD/W4sdM\nf2CsGQ0S6ecpw20aKp0+DK0x6KxFkWlUeeLXnBFIDLbw8WIvqgpllmPT1NH4BQDWqZhQKZ1uCrvv\nq9n3xSo29RaVc8gLjqatgMg4xP1S2hWwD5JMEZhiG6bfYrwrCvbpz/McJmiyAgq4A3oAwFtBrgGC\nnEIOTd1X9drUBloTlMpQlSX7sns2hJdVFaNaxcYiqQBEJwcQr3UK8irjamVNU8caBwBF8CHxwgmz\ntbPZGeq6xsX6gkG/qgAAs9ksykVpptSxoVXIhKQ2aEwLowygeoBPZVPygB8DfPCgUcT6e55nsbi3\n1FXNtOjy4RmKg0cvg0ifwtqnDKuy8hUUIoyAXJj5RBr0yNwxmDmI3NN/Dl2T+PCPsCioQ/3vMBos\nPhxG/9Pgwt9/GsMC4D8N4LuI6MfAxtjzY/R5ILgYRcM57QR9AAOgnfr+St9E0IqlHe8dV8dxQ1dN\naVNafAp0Y1lnbLwErgJ+3IcEkOWmazqD1jDgz4q8d/FCCLryvcE2zzOc6AWaPMc2TKMlujbV77nq\njodW/QDUeg/rHYqMtV2RcoqiDFG7edQQRXtNjWdRxwfQhkjZPPhHi14rOW/EZ1uOfb1eYz6f4/G9\nEwD4ine7FKkB4IF0s+VIYo6nsChzjc5aPHr0EG3XQROgdIaiKNF1LYiGIG+CgVa8XaTJ+bcE5Fke\nDP01AOKUCt7Dw0UmKfd6oQtklGG1WqFtW2itsVgsBpXHJHYiBXjR4cUWJHEZTdvAKAM/AngtMkoo\nomOnAF4BZZEjT4K8uEB4xlld08CvALT87DlY29uaInMPg1icIghoJteH+hOY+LH3ckzqncPfISgS\nUmMikWUia4/gFsGdSGrIIgFz2fhQzvFhn6OMlKgQx7RjvG7+Ctjw+gjAuwD+YwA/BeAnAHwKwOcA\n/Kve+w+I76w/B+Dbwe6Vf8h7/4uHdiLX2j88Oxsw8nRk3TWCpZ/3HUcKtmmLer53g3XGhthUa0/X\nGfsjy3djWWj8XToDSFMTEBHKXKPK8+GUOhQsR7L/Uolm29Sog6QDUJR0+qAxZkOpF0Ohs1gbVmsd\ndXuEWczWJAbBIEdlWcbvwwMqgVMyzRePHGHwFxeXqKqSPTLCACSMsK7rr1i3y0+cnQyiTI1tUQfP\nla4z0JrTSrzx5ptomwbec02EPGe5TOwpaa1iqRkwntF6z/7xkrOo7VrO0UIpaWLvD8nFsixP0LZt\nrBs7n89jAJ1INwLw4js/NrQaY1iHb2oG+KDBS3CSYmMaBxrZPigyBXitCEWRx1gQpRTndMqyge97\nfJ68j6X37Kjfnew9+UThv2hQFWNw+j7xzEsHg5SpT7H4OGCMWTtSYO/BXPYrlXnGdkVZ/htf+NJR\nXje3oji4VsqflGXM9zKI2JsA+UNTmH3Mfuo9wK6aAOv6Hn6vx07a/xTLl/6nZJ30d/sAv8ozlEHS\nEd3SBf1+vO/GWKzrbZR0JNgqToG9h1b9uSEi5MFvX9YpxTUOvUfP1vQJ2GRGIkxdUi+ITuq9j4FW\n3nMh8fV6g6piN7w8kRWUUnh6vkL7FRY5+/bpMiafI+JzvF6v4cEgqlUOpRUePHyItm3BUdIKWZbD\ndAYgoG278B2DV57nWCwWV+5LDwCKorHcWIssCzYjAZ9kxpepDLkq4uwsyzLM5/NYQjJNapYCPBFF\nt0prbTS0GmXhVZ9ITxi89x4+lAB01iXJxQLAa42qKJDnIs9krMcLuGdZX4QbITLXszeOFc09VG0S\nMrQf3Cl4tKievcf3fcnAARYgwZgByAdQRhpkmbD2ZAcEzqdYe/hmUElqeH176ec3v/jljxbQLwII\nCBClyZbG0Zvp+5cF/TFoElFk+tZdzW4pfQqrSX+3i+UDPbBfB/ABYF7mKJLKOz4AfnT7igMR0LQt\nNvU2+F17KJVFKWeK3WutUYQHqK5rDqPPiygrOOcGYC+/8Z5nF+K2JtdJPD/kGoqOLIwyDyx2Pp/D\nWot3PzifvDYf1/aph/f53s4ybINc4zxnlIRXzJ4Xc3ggnC8+v8YYwHPyOvZb5/ujKAqcnJwM2avc\nF6qvterhkeksSnLiwSERpYtiyQbgkO5iNpthPp/De84sKTp7KukBiADvve89aUKqAgHtXqLxscar\ntU4CvEHEAYMAgpNAz9Z7Bs/6OxGn8/CBvfeePb3HjEiyQP+MpC3V0HvvmL6Qt0gqcRAYycQCxtFD\nLgH6OAANsktexSP+aQ/gEDwZA73vAT0F9xTw/8Fvv/fRAvplWV4xhKSAJGAin69asm+e6RPRIChr\nzPKBoR4vbeytk/abSkPpQDEF+PJAERHmRY4i73V4YUKp0ZZ/y8bWumkYIEL+IO99D9YJu1dKIQ+6\nJ7NKHUPsM63hnUdju+hlA3BmRbnrsoz10lTekeyXWnMIf9SNk3O0WCzQdd1XjF4vIK+UQmeaeC47\nY9A2Bo8ePeJzmGehmhSTHWNsANIOdVNHBjsF8sZxBSYA0Y1RPMNYdut9up2zUNAodDGoGDafz+N1\nk/tavpd7PA3AkpqzHThVAZO04MeuwmCyA+CrssSsKgfPdRa09yzrZ7PhyYlMXWYDbItKAhUFPcbu\njxPgzq89sA/KBIbfiX1sIMk4PxhA0pm7GgReJf9PgPvUXwrm8jvpbQrwAY/Pfun9jw7QZ0r5ZdBv\npzT6wXL0cknqRvUqQV8GFQ7Kmjbi7mL5qXfFlLQDYC/gpy6Pigjzsmc50g/nvhpq+J2xWG83fYlA\n3UcsOuegguNAOoMqdDYYEMqi4FqgHuicRdO1aCXZleoLn4k+C7C3hQR5sQE5x2azib7WAGIu/7Is\nsdnWeH758dbr3zg9wbwswn3UoWladOEcd53Do4cPAQJ0ljOhIB+Nmdb1bBnggTwFeSEDnbNx5sT9\nsueTDLqU+KZbZzHLZjwLDEbVqqpQVVUEdjHKS5RuNpLeBOBb3w0BXgeAD4ZPY8JAJPlniDCfVZhV\nVXyGZaaXJQAfYDc+UzYOFmboNZOeaJKXoWwaZ+Uh4CiCPCVu3fLsCPDiKiCzzVUljD3BC5++pGxc\nwN1d6S/9fgzyu8E9XcXjs18+DuhvT1Kz0OKJCwaWqSZglOavSf1nBbymXuX3Y5Ceej9u7LmTgXNg\nDKUdGWzGvvWptjmIyktuxNRbR0Bd+pUgEwH8i20DrToshHVnvUuZs72Gn2caZ8sT1G2DTSiy7DwN\nPHO888gzFffTud4rB2Cjae44ojZXGjovASJ0cfDgwUbARUA+zT7IOewX2Gw2cXAywcBrrUVVFsDH\nHOhP5rNwXzm0bYfOdMgyvn5np0sG0GAQVehz1jjv0bUtmrqGIgXn2cVxuVwOfNXbUI1KZDMAEeS9\n57QGTAhYn6+yGbrORFltPp9H8AYQtXbnOP22ZKAUY+x6vQ6+8A5K9/ljMqXgnIcNfTvLTJhlHIXl\nYoGqKnuAD7KhGKaFvRPEc8wmqRT6QMjAfcPZpaERNUgninr5NH3mxjNsYAjoIsvIZ9HtJSBrV5s0\nxrq+H5FlGNN9MiDwa1g87HESivzEu8Pt1jH6fW0fIE/JPKmr2U1r+pF1B9D3I2lH+kkt/9J/Cvgp\ngx+7Z8YpoerzeI81/EwrLMoiGkUBikFXqZxzud3EvCQUKumIQU0HP14BDnnwCt175hRFEZna1jCz\ndwnYOxkQgmZbFEWMoBSD3Xa7jcdprUUeQObjrNd/3ZuP43Uwpsbl5SWWJ6fQxOd4ueTUBqQUjG2T\nuAVm8tt6C62zcH7LKHkJ4HVWZgbdYLtCgmTb1lqUmtMUSAKysixjrhy5t9Ii8XI9JdCpMTw7MEpi\nSzj4Sqtg+DfMuHuAJxR5huVigbLkzJTC2mO6YAylEpGZ0gyrKXv3EPJNYYYgAJ4U8w6sPYJ6rAAl\nrttImPsQkFkGvRpYGfcx2dfBqxiFR8xdgD++AhPgPgX04yZ9DNs7RzL6u+Lgd+2u3bW79jFvt4LR\ni3tlqjEf0w4x/LGWP2lB39PPMew+nQKK4Ra0X8OPmh/RpJwjLD6VclJPnlSbjZGImca86PONw9MV\nQ21nLC7Wl8GwxkE4IgtxH31+EyB45WR59HcuioINtB6oDevMNrBROcY09F5YvByzSELR0BekgcVi\nAWPMx5LVf8Mn3gIAWNv0MQm6iL7pXWegswytaQayH2vgdczwWFYVqmoWz52xfXoPyXmTyoSpncc5\nhyqbRTlNax3lmhi4F2IxlOL88GJYr+sadVujUxZac5+io2dKwVkXZFQbUwUrRahKtiMUITo2k0An\nmWl7ZskDY3Jg8SJLWWt7mSZo6b08o2KmVP7TkCpR4hKZiPbMhoXB+6G0gkG/6RwDUULujbL8Pp2h\nD2SahL0fZu5+6iVp0yyezwnPTD7/5Y+Y182iKAZGkbHb4zFtH2CPtfzr+OmP30vbJeekhttUJ0z7\nGgZx4IqcI/2NPXTGrpsC+tHlLdOYJ1KOd6z9Itm3bd1gU2+jz73IOJxuVsVkZ3Le8uAJ0TRNTC8L\n79Faw944Ie+KuI9mWRYzK4qEIw8uwF4bvQeQitLQl54823d5P3LtG956AyrLYAy7KG63W5yd3kOe\nFWhalkGUzmBcHwgFIOT4r1GUBax1WCw4ZULXdvAAmq6FR5+bKDXCpvdG13XQyJCHAt8y2MpALAAv\n3jlpfVbJC98qTseQJQ4AmdLB0MpafCh+BqUIy8Ucpycn0SibgrsKaQkkn71N+gAwkml8kGmG5Idf\nOUnZQKpJvHMk4lUe2V4ndxGUQePqTfzb1CEy1e1FZ/ehROGUe6X8BvH3iL2N9ffhOsmyEeiHYSjK\nVukyAPjCl9/9aAH9PMv7AXgHgF637dPhxwbcXb95EdBP308FYqVeQikAprOQMcsfA/6Urp8Cfpln\nmCUMPzXU8voeq/VlYrDLB+we6Bk+0LP7LoTEZ1nGRjPvUHdtZIOHwF6OU1z4ZCCRcnVffvr8iCt7\n+9snljPcf/gQLNOyj/q9e/eQUYZtXcPIdVQcNi9FsiXHe1VVsNZhuVzCe482APk2yVUPIJ5vuUfS\n/O+FKqPRWymF2WwWbQBt20aPHClDCLAXzma7QUsGSiMmC8tGfXediaxcKcLZ6SlOlsv4XHH+dxU9\naOBxBdxTDR4I0bm4WtEtnflGl0ulYrwHN9rJ1gXgCePo1AF379l4wtrHs/AreODjL8PyuHD0sgPc\n/TSA++RPlk3h4ed++6MUGUvkq6x3ANoF9GPAv84AcIjtp768+/z0j5V2du2zMP30JpZ+hXWNZyBj\nhg8MXTLHy+UB8t5jVuSoBPBJDaJrGTAszi8v+CEmTuUq7NA5hzzjQBXJ9VMEd0sBcyICfB9FmwKO\n1pyeViI4BVjSPDi9bJRhsVjAWvuxAPtv/vSnONjJtfE6l1mBzWaL1rBcAwAOFnXNso2kDpjNWGZZ\nLk/QBc8lAKjbliWbIAFJk/vNGAMfxukiGMWtddHoCiC6aso1kTzybdtis9mgpQ5QPro95jqLwB5J\ngBPXYcLDBw+wCDKQVn3JPvahB+B7Q+8VgE+ZcXIcY8mVn0f2dU9JGZK8Nky8XYgzCLVlR+Sr9+jr\nXTcZl1PvGOmDpcVesukHghTYwR+HSyLAp6y//6IfIygBeRr0eSz2vfOFL37EgF5nVwIdpE0d7Muy\n/l1sX5alN9kuP/1jWb68T/fV+5ALO2TTTLcx9qwZMJkRkxdGJ00ehDTZFMARtlUsPMJucCkL2dY1\n1tsNA7rOYx+xuESRxe1kWYYyy2MwlOxTY010wRM/cGGSMjAAve+2HINsowg5W95/do7OfHTTI/xj\nX/81yLIcpNmDo2lbaE9ouw7GcnlIE4q7c+SpjpGnkvr35OQ06uYAeNZkDJxlh/SxLccYA3I8EAOA\ntTyYSr54YwwDeduiLMvI7pumwXa7ReNbeOUYrDNm5DZo78YYwEnBaqAsCzx68ACV+MKH4Kh4f/o+\nClbAPdXdx8w9lTfHXnPyPm0puxYPJX5W/AjUr2LDVWBnQI8pE+Q7Wa//Uf/78N3gc/gwBPcxYxcw\n76WYY0jsPmz7aAG9Vn5R5iHvdD/1kjZ1oIdY/4uy/anPwvhTP/10veswfXlN34uLJtCDHzCseiPr\njll+un/C4tMZyhjwF2WBMmTJRMiQKQOscx7nF6sYzCMMX3yqyyIH4KN/dZkXsIk+DwLaAFje+wgw\nRBRZKoCYUE36UUpxqmOtow3go8rq/+lv/h0hsRxBaY+L9QbNejuYgnfeoJZAJlKR4eYhgddiseD8\nNIZBsemYyXspJ4ae9Rpj0DUGZVFAUS+v5HlfZnCz2cRU0vP5PGr6dV2jtjUcucCWe4nGmCADul57\nf+PxYwCIs0Od3Is+gGQK7FPsfczalVIDP/qxDW1g94pSio/sPfrQq2GK4EEGXC9BS8ngkDD3SXAP\n74ExmI/ZfD8YTAJ7uF6eUX1wTMeCeb8pfwVzbkyjp+ni4N8H4F8G0AL4TXCWyufhu+8F8IcBWAD/\nrvf+bxzaiUwrv5yVgwOCH4K+91cDCI5h+C/L+MfvgWFVoPE6LyrvyHsOxDID9g5gIMekLGj8UIgG\nm64nrD+Nsl2UnBkwyzJ4B1ifeOd0DPTPL1ZRvxcfa6XYN1r6KfICOtGJQazbt8HXuyiKQck5oDco\nywAiD7uAvaz3UfTC+T3/5LcCIJD2WK0u0LYdNhdcoFtpjW3Hxk956K3pK3VloaiI5LNx5FHXTbz3\nvfexGpTo9LbhDJM2XI+y4HOX5xm2275u7Hw+j0bwpmlQd1sYslBCYpSCDR403rGerTXh9PQUb4T0\nDFoFeVOMokTRsJqmTY4OAkmA01hrF9tR+hzt8lTrmXsYLDCSY0hAHgNAT+1gzid1ZgdafI/MOwF+\nEswT5i5gDgZ3JK8vikNToD4+J957fPnJ0xsD+qni4L8bwM957w0R/ZmwA99NRN8I4K8A+FYAnwDw\nswD+Ye/93nl4ppU/mQ8DpqZYtrD8eDHdEFSnpj83Dfzj/TrkvnnMbGFqX1naMYMcO8Aw8dl4H9L1\nZOYhACz7l2r4RIRlmUcmOTbYeu+x3myxqbdASIEsTHxWFfHhy7IMZV7AmJAqWSlY79CFhz/1sgEw\nqF0rwCC6PhHFQKqmafHk/KOTC+eP/Bu/D++99wSeLC4uLtAZi8vzFTabGvPFAtu2Dhk+KQKzsFwx\nXsfMlGCJi1QoM+kcKMgqznls1zVneSwKmI4jXIuy5OhXAKsV210Wi0W0kzRNg7rdokNvS5FZgAu5\n25mlKzx6+BD3zs7iOuLKCOCKNJOmTDYB4KfsTDKYTd2v0qbAXfoayzL8GgZBMcS6cUnApM8JkI7b\nDceVvvcR2BOgj6BOSRe0U4Y5hDO7AH18LtJzIt855/DB6uLVFQf33v/N5OPPA/h94f13APgx730D\n4LNE9Btg0P9b+7cyztF8NRUvEQ3Cu+LJiYaT3v1pVz+7QDV93bmHIxCWJjejGCLTqed4XdmfXSP1\neP+0ypBFaYeBckrP77NTEsayjuxHmi5CgN1ai8umA7UGi4Lz1XCUY7/Py8Uc81mFD87PYU2Lsijg\nPLtoCru31mLrOPultzaWqMtDJaC2baPbHoD4Wf7kphVPHKU4nH+szd7m9o98/deG3O0VPIX8/IbB\nZj6fQ+UaZiNVwXpjNILEpbWOkcPWcblJpVWIYuVEcooUus6gXje4d+8sDtpVVUFphfV6jTr0MZv1\neeQF4BvXgCgk9gLBGgfjDTSpMLvTePONN9i4KtWfiIIR38IFu4kAuwzSxpgwE+1LEcoxCbiP9XZ5\nDsbPwJRUeZUEybPjIAXDY+HwVKaZAPTYIpHvwd97DGUciK7OA4unIaAjeU94cVDfBeTjP1mevh7b\nbiLXzXcC+PHw/qvAwC9NioNfaTSqGZsC4NQJ28mE9YgRJIDP710/NRsB7RTwj5fv2PfB+3TfUr/g\ndFqaevJMDQDj1/G+5Zrd31JpB+iDV2QqL9uWh0r6lAFCBgZ5AL1nr4h1a6A6i1muY4IyTQrW8b48\nvHcPXWfw/GIFAFFi2NYdFvMyZq3M8xyZ0uhMx9V/SEX5Jn3IRccX3+2x1COSwoOT+UeiSMl3fee/\niXfffQ+zeYm8KFBfbrBqufLT/OwUqxWfN5Fp0nsECOyd2GBLinOrNG0LgEHTeU4ZXOQFHjy4h7bt\nYuBT27Y4X50jzws8ePgQAANP0zRouxa12wJyT3mCtR7wNri1lphVFR4/fszBTZKylyTfu0PbNhHY\ngf4eNyHJmEgzQiCmwD19ZlKmngI7MMxLk0qUKRBa57hSlOt945GCYfyvbwOJJjL0BEjjegQPzvCZ\n2lXkfKgDYB63t0NqkWVjl83xOuM+xq/XVSReCuiJ6E8AMAD+B1k0sdrk0OOTmrGZ1j70N7Uedn03\nuZ4iaBCQZMaVKd2Y9U+B7hTT3wX8KXCPlwFDH3ngqrFp1+ievqb7CTAb01nZM3pnogeDAHTq4ZAC\nvujhKdCIXirfr1sDHZhblYUqUlCw3qMocjy6fx8X6w229RZlkcN5YL1poDWz+67rYJVCVZbR4CjG\ntjSoRwYd8RlnsG9jBK7MkMqyxMNTwtPVeu/1f53tz/9n/xGyokRZ5fimb/omfO6z70R56s2v/gQu\nLi7jfZFnWcgAyr/1jusHkyJsQ00A730Afj5PXdfBG+Dk5AQI31UV1209f34OItbSiRQaKTFpDBq3\njSDmHRvbFVmUBacHXi4WePz4cUwkJve6dw7O9LKMMHiT+NGLpKizPuNkyuKn9PYxuMeZa0IA0uct\n/U1MSWyTlMQDYEyeTT8E9ijvDIDdA1DBYBoY+0hZeFlQ3/eXMvdxP+P30nYR02PaCwM9Ef1bYCPt\nP+f7vTq6OPi47WTsew5oCqCv7icAELwa3nRsRBJN7+oJ3qft72P6+0Zb7/vc3mOZZ9+UTt6n/Uct\nPhQXSeUdAVYxko23Jw+ZhLmnFaTEXQ8ANp1FZh3KAPgik50uF1jMZnj6/BmICIvFHHVdY1u3mM84\nSGqz3aIoimjEFQMrgJhUSwag7XaL2XyGHDmatg++MtaCgsxzm1s1myEvC9y/f59TQOQFqqrC4zdK\nrDbrPqI0y7Ber9F1FjoLrqWGB+PttsZsVsFYCxOulwfHOeRZgXJexuu0WCywXm/QtS0WiyVIEZqa\nvXQ66mMVGCA9nCNk2mM5n2Mxn+Hs9BT3zs4AYBAyxOkMugHAW2vRmT76GeCBuszKWBJxyjkBuAru\n6b0rMRjjwQAYRsimsSUDIETk2gDku6uALv1GLZ0IIAZ4jAjaWH6ZAtvJvveA+TEkLt2H8fsX0f2n\n2gsBPRF9O4DvBvDPeO/TefVPA/hRIvovwcbYbwDwt19kG/tGtF2fj/2t6P06WV9YfvTLdcMLel3g\nPzQYAIggCww9eY4F/bRPIkKmQs75RN4Rhpj6NKcPpfc+5lMRgE01fuscA34oYJ7nOZz1UIrw+MED\ndJ3Bs9U5iiKD9znW2xqZVijyLBaWlsjYMdjLjIOIGOjmM3ggGiS9D4VRACzLDJdNb9C9Le1H/9vv\nh3Oc4+f09BTdhln5crnEs8tL5HkBYBPtDyK5yP0mQDqbscHUGgsEm0qVz5GVXLLRdB34hIaqAAAg\nAElEQVSyYM94/vwc8/kMZVmi3m7ZDVNbWPRGVecAa4FcA/fuLXG6XOLevXuYz+bR6MjrXWXv0chq\nuijLiD8+gCvgnjLwMbgDV7X2VJ9PpZspYJ8EW94Y1zDx4m45kmFIsQQDAKo3nh6rqR/DymW9fZGz\nU+A+mDWM3KSPfT9WIg61g0BPSXFwIvoCuDj49wIoAfxM2PDPe+//be/93yWinwDw/4IlnT/qD3jc\nXKftOrCXGQBkfdH6lR7lpLFi8HFXkiANfj8C/ilmv2tASG94Yd/inTB+iMbv032VvqK8Aw9re5Yv\nbD4F2fRBFQknDa+XAcF6j9p6dLbm0oY6g7UeeZ7h8YMHWF1eojMGy/kcddNgU7eYV0Wcxczn82hs\nzELiMwF0InY9bOoGZcWyVNu2yEIgUdt1OD09hT8/x7q9PYFUP/GD3w9SWZQCClJQoYCHUyw7NSG1\ngRTcVloBBNR1L2tVRQV4ztMvBsZZuegLiIdI2vV6jaqqcHp6wjnh2w6qIFgV6qQ6wHu+f8tc4fTh\nKU6XS9y/fx9FnvcBQWC3Tpu4RA5095CjKQ956FPmDmDA3NN7V96nksxYihHSkXqPTd3XU4A2ZMts\njOVzHzR1UkCooDVu+2SYQ4C+S09Pfz9+3YcP6fJdy9LPU8/6dUAeOM7r5g9MLP7v9qz/pwD8qWvt\nBaZ3/NgpyrG/ve6UR5hIug3nBPxdZE/7WP/4hj0kSclFFMAHhgnPUkBP15f34+2k0o5x3YDlpyxO\nQH6smaYzDiKC9Qq19VCGAV+rDNYBZycncM7h2WqFssiQB3afZ8zu6yDlAEGrJ0JRlmiDjm+tgdIZ\nOmOiJ07XdSizPO7nyckJ1rcokEqFoDPxTrE63B+aA8TargOBQf7JkyfxXrrcrFGWMwCI8lZnDEzX\noSq4VmtVltGVte065EWBs9NTXFxeYrVaISszIPcc3OYJRBrLeRElmXtnZzg7OwMCSXE2lPSbAHfr\n2C1SKYUsz1Bl1RVXyLGkMQZ3ISWpJLMP2HeBVfq7abBFlF9AGXwSQ3LM030dUB/r6FPsPN1vOUdT\nLP0YUD8E6FMk89h2SypMXZU/jhm1Dk29rrP+odaDLpdMk+ZGD1Kax2XX6D01wu86fiIaJCtLIwrT\n45yaOqagT8SeOyztGFhvB66N8uDLA55uS2QHqUhERHCk0XoC6m3If8OSk3jnXG43OFnMsG1aZvdl\nASPFqcNg0rUtylmFerMFKRU8OPxgMGoMg33dNCiLAg8XMzxdb1/4Ot5U+x9/6PvDDAlQSkMR0LoO\nPksyNiqNtm3xzjvvcEnF7RZN22A+XyRJxFoYa9C2Xbw+WZZFLx0Q4f79+9hut3j6wQdQuYKuNIw1\nIBCKvMRiPsOD+/dxenKC2YwHEG9ZkmE5yMB0Q4CPhbSJi5WXQZpJ5ZgxWPdkp5fV0vtFvkv19XRA\nmHomx0B2BXCBIMNoQF1l67ue6KkZ8D5A3wXm6f5NAXm6/BBbHx/zdZn5eLvXabcC6L3vJYvx33C9\nqyPerrbvBB9a7zpNcmAj66ezAvjW9F43x2j8h/aZiAZeCLJs7Gu8C/R7aUfHylBTLD9l8WIIJaLo\nDZMCPnQOQxq23nDNUeugtcKDszNcbrYgAoz1WG9rlLlUrmL3yqqqsK1rVLMZ6kZqonKK3Kqq4j61\n1kB5oGlbLOdzzOsaG3u9qetNtv/8e/8YAARDp4M1LbwnOKXhnUOWczZO5z0+//nPYzabYVvX8PA4\nOzvjgKcgYxljAa+gKYupCbZb9pZ58PAhjDF4/vw5VKaQzUJKCUeYVTPcOz3Fw4cPsZjPOf7BWthW\nygEywKdeM5zfncFTZxplVkaXyDF5GAM10AONAPtYdpwC9l3gPgWyzrnA1IdsXbaV/n5Xf+O+0+8P\nGUenZtzHkLLx8ikW/jKk9ZjvD7VbAvTDUmhTgD81NZrSr/o+j9PzbxL8I+vPNDQ08qL/zoViyfwA\n2ivM/5gp3i6WkQJ5+jfFaMbSTqZCAjPvYGwXWT7AhsLtdht9pKXfsixjKH2UeYoKVmUwDevIpuuw\nmFXwvsLldgOtZqgDCK2bDosyR1c3KHJOfVzmBRrTxX3bbrfR7bJpGnhF8NZhs6nx+P59vLd6jm3b\n+19/mO1rvvptsBbuoRVAlKExw0I3y+USn33ntzCbz9mTxloslgs8e/YsphoAAHgNIj7mtm1hjMGD\nBw+gtcbF5SVUppAvcjjrUCiNxWyO+/fu4dHDhzwQBgNu17RRlgEwkGY8PDP3PItBamMXyDFgiw1n\nKqnYGNh3ecZIG4MvAy4CQ1dASK2AUUwMjfoY97WPne+SPcb7d2iGvW/GvesYx22KtE71+SrbrQB6\nYPpEpoEU43XHfyn4X1fSGfd97CAxZhn7NDRm/hmyPGFCMYy8T0kwBuljtivLdg2MU+unoC/rpNKO\nNDHgtm0bI1pl2p76fIu3EOUlnM5hm0vkuUbTGpwuFjDWgdaXAACb57jcbDErc5Cx0VCWKQ0bcpKw\ny+E2Jjnrug6aCFCETd3hrXsP8Nn3nkxep1fZfvIv/BfR1VApZvVQGTxMTDLGRdJ50FwuF2jaBrP5\nHF/87S+i6wzyrEQWirtL9koidps8OTnB+fk5PIB8rgEizIsZiqzA2dkpHj96zEBsTALuvWE1LeIB\nRchCimrx60+9rVLmLqCd+sMDuALo0veYjU8RiwG757JrIMqAXI0ywSP+bvx+DNxjd80xTuyTXMbP\nxCFQnxpcpvZ1ipSN3+9rHwbg3w6gp93gtavtGgh2DQL7BoDxBdw1+h6jpx1z0WQbOtPQmUbIQxW1\n/rHkc4xkNb7B0uOeSscg25saYBWFJFMi71AXDcGSM11ys4j7JIDoTumcg8oK+KwAtS28YyC6f3oK\nAFjXNQgOneFgoXmRwwSDI4yHLnKYjn3GU9sEZ3AMJfQai08+vI/PP/1wq1IREeAVAAvnKHrd5EHK\nMsaESkpsaD1ZngAgfPndL8M7h3un9zj1bziuk5MTaJ3h0aNHuLy8hHMO2UyBtMbZ7CHKggOb7t27\nh6Zu0Nacuth0XSjG3f95ACpIiEVVxqjjsSSTgrsM2iLHiCwo60jw3S62Ou43BkMpzUw9y4FJWL8K\nyodAfZ9xdAzSY4PoPoY+tR/jfsf3wKuWWg61Y7AobXfFwe/aXbtrd+1j3m4FoycMmeuh0fDQesew\n/XEARzpd26Uzjrc5NeLvYwFT/aXfx/zcSSCoC5q+tW5n31MGpnSbRDTQZIWdT/1uqv9Ux5fvrbVY\nrznqsyzLqP3KdwCw2WxApJHlObLA6gGgzDIs7t3D+eUl2s7gsm6wqEq4zkApAnkC5XlknZLXHpCE\nYArt1mC2LLAoFNYfklb/f/7kX8T5agWikOlRa9hQbYnU1eLcp6enWG+2WF1cYD5b4BNvV3j69Cke\nPX4c1z07O4tFwLOZhofH24/fRlUwI6/KCm3bYn2xRte2MJ0ZGD2dc4AilEU1uAYpQ08ZfDpDknXS\nClCpjLNP5x64V3oPUhqkMiDXV9jjFGOekl6OcW2UcyvHIJ/3STK79uGQnr5PMn1V7Vimfl1GfyuA\nXtox0sq+9dL1Dw0CaQ6atM99g8DUvkzdgMcMCoeAP+6LVlCao0OJaGDUBcC5w5PtyoA5BvLUBpC6\naMrDMvVgj4+dQMh0Drbt9X792+0W2+AnX4QgG3mY8zzHdluDiFDmwXBrDUzbYTmbITvJ8fT5M7Qd\ng8u84MpVRVXBe4+2M3BtywZeYzhyVCtYBazWWzw8OcP6Q5Bvfvl/+2t49uwZ52JXwZ/bKxBxXpm8\n5GMWb6TlcoknTz9AnnPKZe/Z0+jttz8RI2QBlsccGXTG4I3Hj1GVZSzs0bUtNpdrtE0bADiRMuCR\nFfnAuDq+3qlMkyYLE3kmBffUu2ZKOkm/B7FkRVkJIoXUVDula4997seSzNRveTO7DaXj9+PtArgy\nWKR9jPs71PZhwDHtZQD8GOn2ULslQH/9JD1T7Vht/9D3qc+wtCnwHwPhWPMe32C72HbaDt1QRIja\nfrp+DIixQ8PU+C8d5FKGnzL+lGEN9lWpmF9EXDQ9PIgMAB89ccT4J3novecUAU03LDxO3sF0Lc6W\nSzRdh822xmpT42RewdQNdKZRlQW2TROTnxWKDbxOEQwB622Lb3jzDQDA33/3vSvn66aaaNkI58tZ\nAogTgJVlibbroJVCZwx0pmEtD3InJycwxuLs7F5wnaxhDKFaMPPehqLheSil6Z2H6QzqpoMxXQR3\nPv8U8sxUUXuXaxrdJxOQS69pCuqiu4/9x1PX3VjzQGkonYOKDHrinEyx/EOgPtbWdzH0XYA+9TfV\n9gH5sXgzNaPYtc6x3x0D3McuO7bdEqDff+J3yRVT673MyUj7nmLcuy76rkFg3/7uYha7BqtdxxYf\nFsUVgLIiXFIvxt3D7mhSr1SOI634I2DCZeX68HZSDHQExIpHgIv7Wdd19MaRwhcywBRFAeOYFefK\ng7xDVRQo85wrI9WcGmEesmyeLBao24bz5eQFFnmOjTFwBLTe4lnN6Za+6v4ZvvjsZqtS/T8/+5Px\nXPCxA9YEaYFCYRUQyHkY79B1JmScNBzdWlYoijKU7mtQzXO0tokG7PlsDmNNSEnACc16Q7yC1hzV\nrHWGLIC7gHAsUpL4uaegmco1U+kGxoZZBvYMpHOorBpIMGP2PfaZH4P8mGHvIkm7ZJcpIH8ZZj6e\nbadtF2ZcF2ynZif7fnsIq66zX4fa7QB6wiCD41E/2QF8xwDsywwG1xkEpm7i8VRzap+npqr7ZiLp\nd4NpryJo1W/TOc8Rk+4q8KcP7Di1cvrnIaAPZrekuF4nifYvQV02DhDrNZfSSzV8SUdsvIe1DhVx\nT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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to perform a perspective transform\n", + "# I've used the example grid image above to choose source points for the\n", + "# grid cell in front of the rover (each grid cell is 1 square meter in the sim)\n", + "# Define a function to perform a perspective transform\n", + "def perspect_transform(img, src, dst):\n", + " \n", + " M = cv2.getPerspectiveTransform(src, dst)\n", + " warped = cv2.warpPerspective(img, M, (img.shape[1], img.shape[0]))# keep same size as input image\n", + " \n", + " return warped\n", + "\n", + "\n", + "# Define calibration box in source (actual) and destination (desired) coordinates\n", + "# These source and destination points are defined to warp the image\n", + "# to a grid where each 10x10 pixel square represents 1 square meter\n", + "# The destination box will be 2*dst_size on each side\n", + "dst_size = 5 \n", + "# Set a bottom offset to account for the fact that the bottom of the image \n", + "# is not the position of the rover but a bit in front of it\n", + "# this is just a rough guess, feel free to change it!\n", + "bottom_offset = 6\n", + "\n", + "# define source point\n", + "src_left_bottom = [53.0484, 124.403]\n", + "src_left_top = [118.21, 93.4355]\n", + "src_right_top = [188.532, 93.4355]\n", + "src_right_bottom = [261.435, 124.403]\n", + "\n", + "source = np.float32([src_left_bottom, src_left_top,\n", + " src_right_top, src_right_bottom])\n", + "\n", + "destination = np.float32([[image.shape[1]/2 - dst_size, image.shape[0] - bottom_offset],\n", + " [image.shape[1]/2 + dst_size, image.shape[0] - bottom_offset],\n", + " [image.shape[1]/2 + dst_size, image.shape[0] - 2*dst_size - bottom_offset], \n", + " [image.shape[1]/2 - dst_size, image.shape[0] - 2*dst_size - bottom_offset],\n", + " ])\n", + "warped = perspect_transform(grid_img, source, destination)\n", + "plt.imshow(warped)\n", + "#scipy.misc.imsave('../output/warped_example.jpg', warped)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Color Thresholding\n", + "Define the color thresholding function from the lesson and apply it to the warped image\n", + "\n", + "**TODO:** Ultimately, you want your map to not just include navigable terrain but also obstacles and the positions of the rock samples you're searching for. Modify this function or write a new function that returns the pixel locations of obstacles (areas below the threshold) and rock samples (yellow rocks in calibration images), such that you can map these areas into world coordinates as well. \n", + "**Hints and Suggestion:** \n", + "* For obstacles you can just invert your color selection that you used to detect ground pixels, i.e., if you've decided that everything above the threshold is navigable terrain, then everthing below the threshold must be an obstacle!\n", + "\n", + " For this I created two methods to invert the threshold, since theoretically both of them should produce the same result, but I was not 100% certain. Judging by the outputs, however, they do appear to have the same effect. \n", + "\n", + "\n", + "* For rocks, think about imposing a lower and upper boundary in your color selection to be more specific about choosing colors. You can investigate the colors of the rocks (the RGB pixel values) in an interactive matplotlib window to get a feel for the appropriate threshold range (keep in mind you may want different ranges for each of R, G and B!). Feel free to get creative and even bring in functions from other libraries. Here's an example of [color selection](http://opencv-python-tutroals.readthedocs.io/en/latest/py_tutorials/py_imgproc/py_colorspaces/py_colorspaces.html) using OpenCV. \n", + "\n", + "* **Beware However:** if you start manipulating images with OpenCV, keep in mind that it defaults to `BGR` instead of `RGB` color space when reading/writing images, so things can get confusing." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Identify pixels above the threshold\n", + "# Threshold of RGB > 160 does a nice job of identifying ground pixels only\n", + "def color_thresh(img, rgb_thresh=(160, 160, 160)):\n", + " # Create an array of zeros same xy size as img, but single channel\n", + " color_select = np.zeros_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"True\"\n", + " # where threshold was met\n", + " above_thresh = (img[:,:,0] > rgb_thresh[0]) \\\n", + " & (img[:,:,1] > rgb_thresh[1]) \\\n", + " & (img[:,:,2] > rgb_thresh[2])\n", + " # Index the array of zeros with the boolean array and set to 1\n", + " color_select[above_thresh] = 1\n", + " # Return the binary image\n", + " return color_select\n", + "\n", + "threshed = color_thresh(warped)\n", + "plt.imshow(threshed, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 55, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Invert the color threshold function to get obstacles\n", + "def get_obstacles_1(img, rgb_thresh=(160, 160, 160)):\n", + " # Create an array of ones same xy size as img, but single channel\n", + " obstacles = np.ones_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"True\"\n", + " # where threshold was met\n", + " above_thresh = (img[:,:,0] > rgb_thresh[0]) \\\n", + " & (img[:,:,1] > rgb_thresh[1]) \\\n", + " & (img[:,:,2] > rgb_thresh[2])\n", + " # Index the array of zeros with the boolean array and set to 0\n", + " obstacles[above_thresh] = 0\n", + " # Return the binary image\n", + " return obstacles\n", + "\n", + "obstacles = get_obstacles_1(warped)\n", + "plt.imshow(obstacles, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Invert the color threshold function to get obstacles\n", + "def get_obstacles_2(img, rgb_thresh=(160, 160, 160)):\n", + " # Create an array of zeros same xy size as img, but single channel\n", + " obstacles = np.zeros_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"True\"\n", + " # where threshold was met\n", + " below_thresh = (img[:,:,0] <= rgb_thresh[0]) \\\n", + " | (img[:,:,1] <= rgb_thresh[1]) \\\n", + " | (img[:,:,2] <= rgb_thresh[2])\n", + " # Index the array of zeros with the boolean array and set to 1\n", + " obstacles[below_thresh] = 1\n", + " # Return the binary image\n", + " return obstacles\n", + "\n", + "threshed = get_obstacles_2(warped)\n", + "plt.imshow(threshed, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 56, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# get the rocks\n", + "def get_rock(img, rock_low_thresh=(0, 0, 0), rock_high_thresh=(255, 255, 255)):\n", + " # Create an array of zeros same xy size as img, but single channel\n", + " rock = np.zeros_like(img[:,:,0])\n", + " # Require that each pixel be above all three threshold values in RGB\n", + " # above_thresh will now contain a boolean array with \"True\"\n", + " # where threshold was met\n", + " above_low = (img[:,:,0] > rock_low_thresh[0]) \\\n", + " & (img[:,:,1] > rock_low_thresh[1]) \\\n", + " & (img[:,:,2] > rock_low_thresh[2])\n", + " below_high = (img[:,:,0] < rock_high_thresh[0]) \\\n", + " & (img[:,:,1] < rock_high_thresh[1]) \\\n", + " & (img[:,:,2] < rock_high_thresh[2])\n", + " in_range = above_low & below_high\n", + " # Index the array of zeros with the boolean array and set to 1\n", + " rock[in_range] = 1\n", + " # Return the binary image\n", + " return rock\n", + "\n", + "rock_thresh_low = (160, 160, 0)\n", + "rock_thresh_high = (255, 255, 140)\n", + "rock = get_rock(rock_img, rock_thresh_low, rock_thresh_high)\n", + "plt.imshow(rock, cmap='gray')\n", + "#scipy.misc.imsave('../output/warped_threshed.jpg', threshed*255)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Coordinate Transformations\n", + "Define the functions used to do coordinate transforms and apply them to an image." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "outputExpanded": false + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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8O1685G3e295uzmIJ7hhjFAnCuGI75EHj5ymjHN+5iK1UMmEVYRJ5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\nnP6qRUTay0T6PF9gZvdG3Tr2iaYtBZ5IzLM5miYya6lLhkyj9cD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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Define a function to convert from image coords to rover coords\n", + "def rover_coords(binary_img):\n", + " # Identify nonzero pixels\n", + " ypos, xpos = binary_img.nonzero()\n", + " # Calculate pixel positions with reference to the rover position being at the \n", + " # center bottom of the image. \n", + " x_pixel = -(ypos - binary_img.shape[0]).astype(np.float)\n", + " y_pixel = -(xpos - binary_img.shape[1]/2 ).astype(np.float)\n", + " return x_pixel, y_pixel\n", + "\n", + "# Define a function to convert to radial coords in rover space\n", + "def to_polar_coords(x_pixel, y_pixel):\n", + " # Convert (x_pixel, y_pixel) to (distance, angle) \n", + " # in polar coordinates in rover space\n", + " # Calculate distance to each pixel\n", + " dist = np.sqrt(x_pixel**2 + y_pixel**2)\n", + " # Calculate angle away from vertical for each pixel\n", + " angles = np.arctan2(y_pixel, x_pixel)\n", + " return dist, angles\n", + "\n", + "# Define a function to map rover space pixels to world space\n", + "def rotate_pix(xpix, ypix, yaw):\n", + " # Convert yaw to radians\n", + " yaw_rad = yaw * np.pi / 180\n", + " xpix_rotated = (xpix * np.cos(yaw_rad)) - (ypix * np.sin(yaw_rad))\n", + " \n", + " ypix_rotated = (xpix * np.sin(yaw_rad)) + (ypix * np.cos(yaw_rad))\n", + " # Return the result \n", + " return xpix_rotated, ypix_rotated\n", + "\n", + "def translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale): \n", + " # Apply a scaling and a translation\n", + " xpix_translated = (xpix_rot / scale) + xpos\n", + " ypix_translated = (ypix_rot / scale) + ypos\n", + " # Return the result \n", + " return xpix_translated, ypix_translated\n", + "\n", + "\n", + "# Define a function to apply rotation and translation (and clipping)\n", + "# Once you define the two functions above this function should work\n", + "def pix_to_world(xpix, ypix, xpos, ypos, yaw, world_size, scale):\n", + " # Apply rotation\n", + " xpix_rot, ypix_rot = rotate_pix(xpix, ypix, yaw)\n", + " # Apply translation\n", + " xpix_tran, ypix_tran = translate_pix(xpix_rot, ypix_rot, xpos, ypos, scale)\n", + " # Perform rotation, translation and clipping all at once\n", + " x_pix_world = np.clip(np.int_(xpix_tran), 0, world_size - 1)\n", + " y_pix_world = np.clip(np.int_(ypix_tran), 0, world_size - 1)\n", + " # Return the result\n", + " return x_pix_world, y_pix_world\n", + "\n", + "# Grab another random image\n", + "idx = np.random.randint(0, len(img_list)-1)\n", + "image = mpimg.imread(img_list[idx])\n", + "warped = perspect_transform(image, source, destination)\n", + "threshed = color_thresh(warped)\n", + "\n", + "# Calculate pixel values in rover-centric coords and distance/angle to all pixels\n", + "xpix, ypix = rover_coords(threshed)\n", + "dist, angles = to_polar_coords(xpix, ypix)\n", + "mean_dir = np.mean(angles)\n", + "\n", + "# Do some plotting\n", + "fig = plt.figure(figsize=(12,9))\n", + "plt.subplot(221)\n", + "plt.imshow(image)\n", + "plt.subplot(222)\n", + "plt.imshow(warped)\n", + "plt.subplot(223)\n", + "plt.imshow(threshed, cmap='gray')\n", + "plt.subplot(224)\n", + "plt.plot(xpix, ypix, '.')\n", + "plt.ylim(-160, 160)\n", + "plt.xlim(0, 160)\n", + "arrow_length = 100\n", + "x_arrow = arrow_length * np.cos(mean_dir)\n", + "y_arrow = arrow_length * np.sin(mean_dir)\n", + "plt.arrow(0, 0, x_arrow, y_arrow, color='red', zorder=2, head_width=10, width=2)\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Read in saved data and ground truth map of the world\n", + "The next cell is all setup to read your saved data into a `pandas` dataframe. Here you'll also read in a \"ground truth\" map of the world, where white pixels (pixel value = 1) represent navigable terrain. \n", + "\n", + "After that, we'll define a class to store telemetry data and pathnames to images. When you instantiate this class (`data = Databucket()`) you'll have a global variable called `data` that you can refer to for telemetry and map data within the `process_image()` function in the following cell. \n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "collapsed": true, + "inputHidden": false, + "outputHidden": false + }, + "outputs": [], + "source": [ + "# Import pandas and read in csv file as a dataframe\n", + "import pandas as pd\n", + "# Change the path below to your data directory\n", + "# If you are in a locale (e.g., Europe) that uses ',' as the decimal separator\n", + "# change the '.' to ','\n", + "df = pd.read_csv('../test_dataset/robot_log.csv', delimiter=';', decimal='.')\n", + "csv_img_list = df[\"Path\"].tolist() # Create list of image pathnames\n", + "# Read in ground truth map and create a 3-channel image with it\n", + "ground_truth = mpimg.imread('../calibration_images/map_bw.png')\n", + "ground_truth_3d = np.dstack((ground_truth*0, ground_truth*255, ground_truth*0)).astype(np.float)\n", + "\n", + "# Creating a class to be the data container\n", + "# Will read in saved data from csv file and populate this object\n", + "# Worldmap is instantiated as 200 x 200 grids corresponding \n", + "# to a 200m x 200m space (same size as the ground truth map: 200 x 200 pixels)\n", + "# This encompasses the full range of output position values in x and y from the sim\n", + "class Databucket():\n", + " def __init__(self):\n", + " self.images = csv_img_list \n", + " self.xpos = df[\"X_Position\"].values\n", + " self.ypos = df[\"Y_Position\"].values\n", + " self.yaw = df[\"Yaw\"].values\n", + " self.count = -1 # This will be a running index, setting to -1 is a hack\n", + " # because moviepy (below) seems to run one extra iteration\n", + " self.worldmap = np.zeros((200, 200, 3)).astype(np.float)\n", + " self.ground_truth = ground_truth_3d # Ground truth worldmap\n", + "\n", + "# Instantiate a Databucket().. this will be a global variable/object\n", + "# that you can refer to in the process_image() function below\n", + "data = Databucket()\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Write a function to process stored images\n", + "\n", + "Modify the `process_image()` function below by adding in the perception step processes (functions defined above) to perform image analysis and mapping. The following cell is all set up to use this `process_image()` function in conjunction with the `moviepy` video processing package to create a video from the images you saved taking data in the simulator. \n", + "\n", + "In short, you will be passing individual images into `process_image()` and building up an image called `output_image` that will be stored as one frame of video. You can make a mosaic of the various steps of your analysis process and add text as you like (example provided below). \n", + "\n", + "\n", + "\n", + "To start with, you can simply run the next three cells to see what happens, but then go ahead and modify them such that the output video demonstrates your mapping process. Feel free to get creative!" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "\n", + "# Define a function to pass stored images to\n", + "# reading rover position and yaw angle from csv file\n", + "# This function will be used by moviepy to create an output video\n", + "def process_image(img):\n", + " # Example of how to use the Databucket() object defined above\n", + " # to print the current x, y and yaw values \n", + " # print(data.xpos[data.count], data.ypos[data.count], data.yaw[data.count])\n", + "\n", + " # TODO: \n", + " # 1) Define source and destination points for perspective transform\n", + " # use the global source and dst \n", + " # 2) Apply perspective transform\n", + " warped = perspect_transform(img, source, destination)\n", + " # 3) Apply color threshold to identify navigable terrain/obstacles/rock samples \n", + " navigable = color_thresh(warped)\n", + " obstacles = get_obstacles_1(warped)\n", + " rock_thresh_low = (160, 160, 0)\n", + " rock_thresh_high = (255, 255, 140)\n", + " rock = get_rock(warped, rock_thresh_low, rock_thresh_high)\n", + " # 4) Convert thresholded image pixel values to rover-centric coords\n", + " nav_xpix, nav_ypix = rover_coords(navigable)\n", + " obs_xpix, obs_ypix = rover_coords(obstacles)\n", + " rock_xpix, rock_ypix = rover_coords(rock)\n", + " # 5) Convert rover-centric pixel values to world coords \n", + " # get current x, y and yaw for the world coords mapping\n", + " xp = data.xpos[data.count]\n", + " yp = data.ypos[data.count]\n", + " yaw = data.yaw[data.count]\n", + " scale = 10\n", + " nav_x_world, nav_y_world = pix_to_world(nav_xpix, nav_ypix, xp, \n", + " yp, yaw, \n", + " data.worldmap.shape[0], scale)\n", + " obs_x_world, obs_y_world = pix_to_world(obs_xpix, obs_ypix, xp, \n", + " yp, yaw, \n", + " data.worldmap.shape[0], scale)\n", + " rock_x_world, rock_y_world = pix_to_world(rock_xpix, rock_ypix, xp, \n", + " yp, yaw, \n", + " data.worldmap.shape[0], scale)\n", + " # 6) Update worldmap (to be displayed on right side of screen)\n", + " # Example: data.worldmap[obstacle_y_world, obstacle_x_world, 0] += 1\n", + " # data.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " # data.worldmap[navigable_y_world, navigable_x_world, 2] += 1\n", + " data.worldmap[obs_y_world, obs_x_world, 0] += 1\n", + " data.worldmap[rock_y_world, rock_x_world, 1] += 1\n", + " data.worldmap[nav_y_world, nav_x_world, 2] += 1\n", + "\n", + " # 7) Make a mosaic image, below is some example code\n", + " # First create a blank image (can be whatever shape you like)\n", + " output_image = np.zeros((img.shape[0] + data.worldmap.shape[0], img.shape[1]*3, 3))\n", + " # Next you can populate regions of the image with various output\n", + " # Here I'm putting the original image in the upper left hand corner\n", + " output_image[0:img.shape[0], 0:img.shape[1]] = img\n", + "\n", + " # Let's create more images to add to the mosaic, first a warped image\n", + " \n", + " # Add the warped image in the upper center\n", + " output_image[0:img.shape[0], img.shape[1]:img.shape[1]*2] = warped\n", + " # Add the navigable image in the upper right corner\n", + " output_image[0:img.shape[0], img.shape[1]*2:] = navigable\n", + " # Add the obstacles image in the lower left corner\n", + " output_image[img.shape[0]:, 0:img.shape[1]] = obstacles\n", + " # Add the rock image in the lower center \n", + " output_image[img.shape[0]:, img.shape[1]:img.shape[1]*2] = rock\n", + " # Overlay worldmap with ground truth map\n", + " map_add = cv2.addWeighted(data.worldmap, 1, data.ground_truth, 0.5, 0)\n", + " # Flip map overlay so y-axis points upward and add to output_image \n", + " output_image[img.shape[0]:, 0:data.worldmap.shape[1]] = np.flipud(map_add)\n", + "\n", + "\n", + " # Then putting some text over the image\n", + " #cv2.putText(output_image,\"Populate this image with your analyses to make a video!\", (20, 20), \n", + " # cv2.FONT_HERSHEY_COMPLEX, 0.4, (255, 255, 255), 1)\n", + " data.count += 1 # Keep track of the index in the Databucket()\n", + " \n", + " return output_image" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Make a video from processed image data\n", + "Use the [moviepy](https://zulko.github.io/moviepy/) library to process images and create a video.\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "ename": "NeedDownloadError", + "evalue": "Need ffmpeg exe. You can download it by calling:\n imageio.plugins.ffmpeg.download()", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNeedDownloadError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/imageio/plugins/ffmpeg.py\u001b[0m in \u001b[0;36mget_exe\u001b[0;34m()\u001b[0m\n\u001b[1;32m 81\u001b[0m exe = get_remote_file('ffmpeg/' + FNAME_PER_PLATFORM[plat],\n\u001b[0;32m---> 82\u001b[0;31m auto=False)\n\u001b[0m\u001b[1;32m 83\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mchmod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexe\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstat\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mexe\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mst_mode\u001b[0m \u001b[0;34m|\u001b[0m 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\u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;31m# Import everything needed to edit/save/watch video clips\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 2\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0meditor\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mVideoFileClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 3\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0meditor\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mImageSequenceClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0;31m#import imageio\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/moviepy/editor.py\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 20\u001b[0m \u001b[0;31m# Clips\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 21\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 22\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mVideoFileClip\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mVideoFileClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 23\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mImageSequenceClip\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mImageSequenceClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 24\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdownloader\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mdownload_webfile\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/moviepy/video/io/VideoFileClip.py\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mVideoClip\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mVideoClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maudio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mAudioFileClip\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mAudioFileClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mClip\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mClip\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/moviepy/video/VideoClip.py\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 20\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maudio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0maio\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 21\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mffmpeg_writer\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mffmpeg_write_image\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mffmpeg_write_video\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 22\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0;34m.\u001b[0m\u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mffmpeg_tools\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mffmpeg_merge_video_audio\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 23\u001b[0m from .io.gif_writers import (write_gif,\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/moviepy/video/io/ffmpeg_writer.py\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 9\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 10\u001b[0m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcompat\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mPY3\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mDEVNULL\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m \u001b[0;32mfrom\u001b[0m \u001b[0mmoviepy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconfig\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mget_setting\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 12\u001b[0m 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\u001b[0mget_exe\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 36\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;32melif\u001b[0m \u001b[0mFFMPEG_BINARY\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0;34m'auto-detect'\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/anaconda/envs/RoboND/lib/python3.5/site-packages/imageio/plugins/ffmpeg.py\u001b[0m in \u001b[0;36mget_exe\u001b[0;34m()\u001b[0m\n\u001b[1;32m 84\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mexe\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 85\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mNeedDownloadError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 86\u001b[0;31m raise NeedDownloadError('Need ffmpeg exe. '\n\u001b[0m\u001b[1;32m 87\u001b[0m \u001b[0;34m'You can download it by calling:\\n'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 88\u001b[0m ' imageio.plugins.ffmpeg.download()')\n", + "\u001b[0;31mNeedDownloadError\u001b[0m: Need ffmpeg exe. You can download it by calling:\n imageio.plugins.ffmpeg.download()" + ] + } + ], + "source": [ + "# Import everything needed to edit/save/watch video clips\n", + "from moviepy.editor import VideoFileClip\n", + "from moviepy.editor import ImageSequenceClip\n", + "\n", + "# Define pathname to save the output video\n", + "output = '../output/test_mapping.mp4'\n", + "data = Databucket() # Re-initialize data in case you're running this cell multiple times\n", + "clip = ImageSequenceClip(data.images, fps=60) # Note: output video will be sped up because \n", + " # recording rate in simulator is fps=25\n", + "new_clip = clip.fl_image(process_image) #NOTE: this function expects color images!!\n", + "%time new_clip.write_videofile(output, audio=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### This next cell should function as an inline video player\n", + "If this fails to render the video, try running the following cell (alternative video rendering method). You can also simply have a look at the saved mp4 in your `/output` folder" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "ERROR:root:An unexpected error occurred while tokenizing input\n", + "The following traceback may be corrupted or invalid\n", + "The error message is: ('EOF in multi-line string', (1, 0))\n", + "\n" + ] + }, + { + "ename": "NameError", + "evalue": "name 'output' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 5\u001b[0m \u001b[0;34m<\u001b[0m\u001b[0msource\u001b[0m \u001b[0msrc\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"{0}\"\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 6\u001b[0m \u001b[0;34m<\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m>\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 7\u001b[0;31m \"\"\".format(output))\n\u001b[0m", + "\u001b[0;31mNameError\u001b[0m: name 'output' is not defined" + ] + } + ], + "source": [ + "\n", + "from IPython.display import HTML\n", + "HTML(\"\"\"\n", + "\n", + "\"\"\".format(output))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Below is an alternative way to create a video in case the above cell did not work." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "ename": "NameError", + "evalue": "name 'output' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m\u001b[0m in \u001b[0;36m\u001b[0;34m()\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mio\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mbase64\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m----> 3\u001b[0;31m \u001b[0mvideo\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mio\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0moutput\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'r+b'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 4\u001b[0m \u001b[0mencoded_video\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mbase64\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mb64encode\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mvideo\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 5\u001b[0m HTML(data='''