The Ultimate Image Processing Studio is an advanced GUI-based application for processing grayscale and color images. It features a wide range of transformations, enhancements, analysis tools, and the ability to apply various filters and effects to images. The application supports various file operations such as loading, saving, and undo/redo functionality.
With an intuitive interface designed using Tkinter, this tool offers options for users to work with both grayscale and color images, apply complex transformations, and analyze image statistics. The app also includes a batch processing feature for applying selected operations to multiple images simultaneously.
Added an executable file, for users convenience which can be run on computer systems that don't have python installed.
- Load: Load image files from the local file system.
- Save: Save the current processed image in various formats.
- Undo: Undo the last action taken (with support for multiple undo operations).
- Redo: Redo the last undone action.
- Color Mode: Switch between grayscale and color modes.
- Halve Resolution: Reduce image resolution by half.
- Negative Transformation: Invert the colors of the image.
- Rotate 90°: Rotate the image 90 degrees clockwise.
- Flip Horizontal: Flip the image horizontally.
- Log Transform: Apply a logarithmic transformation to the image.
- Gamma Transform: Apply gamma correction to adjust image brightness.
- Histogram Equalization: Enhance the contrast of grayscale images using histogram equalization.
- Sharpen Image: Apply a sharpening filter to enhance edges.
- Contrast Stretch: Stretch the contrast in the image for better clarity.
- Gaussian Blur: Apply a Gaussian blur filter to smooth the image.
- Median Filter: Use a median filter for noise reduction.
- Bilateral Filter: Apply bilateral filtering for edge-preserving smoothing.
- Saturation: Adjust the saturation of the image.
- Brightness: Adjust the brightness of the image.
- Histogram: Display the image histogram (for both grayscale and color images).
- Gradient Magnitude: Apply a gradient magnitude filter for edge detection.
- Edge Detection: Detect edges in the image using the Canny edge detector.
- Image Statistics: Display image statistics such as mean, standard deviation, skewness, and kurtosis.
- FFT (Fast Fourier Transform): Visualize the frequency spectrum of the image.
- Apply selected transformations and enhancements (Negative, Histogram Equalization, Gaussian Blur, Median Filter) to multiple images at once.
- Select a specific area of the image for processing by drawing a rectangle on the canvas.
- Toggle between light and dark themes for a more personalized user experience. (Not yet implemented)
- Tooltips provide helpful descriptions of each button and control.
- Common operations have associated keyboard shortcuts for quicker access (e.g., Ctrl+Z for undo, Ctrl+Y for redo).
- The application includes error handling features, such as informative message boxes, to guide users when an error occurs (e.g., invalid image file or operation failure).
To run this application, you need the following Python libraries:
- OpenCV
- NumPy
- Tkinter (usually pre-installed)
- Matplotlib
- Pillow
- SciPy
- Multiprocessing (for batch processing)
You can install the necessary packages using pip:
pip install opencv-python numpy matplotlib pillow scipy- Author: Zaniar Karimi
This project is licensed under the MIT License. See below for details:
MIT License
Copyright (c) 2023 Zaniar Karimi
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.