From c4e4a0d580118eb7a58ead26ecc4edeada3b0b87 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 2 Sep 2024 11:56:10 -0700 Subject: [PATCH 01/19] refactor out utils --- text_to_segment/bbox.py | 15 +++ text_to_segment/main.py | 141 ----------------------------- text_to_segment/text_to_segment.py | 72 +++++++++++++++ 3 files changed, 87 insertions(+), 141 deletions(-) create mode 100644 text_to_segment/bbox.py delete mode 100644 text_to_segment/main.py create mode 100644 text_to_segment/text_to_segment.py diff --git a/text_to_segment/bbox.py b/text_to_segment/bbox.py new file mode 100644 index 0000000..ea6f694 --- /dev/null +++ b/text_to_segment/bbox.py @@ -0,0 +1,15 @@ +import sieve + +def get_object_bbox(image: sieve.File, object_name: str): + yolo = sieve.function.get('sieve/yolov8') + + response = yolo.run( + file=image, + classes=object_name, + models='yolov8l-world', + ) + + box = response['boxes'][0] + bounding_box = [box['x1'],box['y1'],box['x2'],box['y2']] + + return bounding_box diff --git a/text_to_segment/main.py b/text_to_segment/main.py deleted file mode 100644 index f5a8c21..0000000 --- a/text_to_segment/main.py +++ /dev/null @@ -1,141 +0,0 @@ -import sieve -import cv2 -import shutil -import os -import zipfile -import tempfile - - -def is_video(file: sieve.File): - file_path = file.path - - video_formats = ['mp4', 'avi', 'mov', 'flv', 'wmv', 'webm', 'mkv'] - - if file_path.split(".")[-1] in video_formats: - return True - - return False - - -def get_first_frame(video: sieve.File): - video_path = video.path - - cap = cv2.VideoCapture(video_path) - ret, frame = cap.read() - - if ret: - cv2.imwrite('first_frame.png', frame) - else: - raise Exception("Failed to read the video; empty or does not exist") - - frame = sieve.File(path='first_frame.png') - cap.release() - - return frame - - -def get_object_bbox(image: sieve.File, object_name: str): - yolo = sieve.function.get('sieve/yolov8') - - response = yolo.run( - file=image, - classes=object_name, - models='yolov8l-world', - ) - - box = response['boxes'][0] - bounding_box = [box['x1'],box['y1'],box['x2'],box['y2']] - - return bounding_box - -metadata = sieve.Metadata( - title="text-to-segment", - description="Text prompt SAM2 to segment a video or image.", - readme=open("README.md").read(), - image=sieve.File(path="duck_silhouette.png") -) - - -@sieve.function( - name="text-to-segment", - python_packages=["opencv-python"], - system_packages=[ - "libgl1-mesa-glx", - "libglib2.0-0" - ], - metadata=metadata -) -def segment(file: sieve.File, object_name: str, return_mp4: bool = False): - """ - :param file: photo or video to segment - :param object_name: the object you wish to segment - :param return_mp4: if True, return only an MP4 video of the segmentation masks - """ - sam = sieve.function.get("sieve/sam2") - - if is_video(file): - image = get_first_frame(file) - else: - image = file - - print("fetching bounding box...") - box = get_object_bbox(image, object_name) - - sam_prompt = { - "object_id": 1, # id to track the object - "frame_index": 0, # first frame (if it's a video) - "box": box # bounding box [x1, y1, x2, y2] - } - - sam_out = sam.run( - file=file, - prompts=[sam_prompt], - model_type="tiny", - debug_masks=return_mp4 - ) - - return sam_out - - -def zip_to_mp4(frames_zip: sieve.File): - """ - convert zip file of frames to an mp4 - """ - output_path = "output_video.mp4" - with tempfile.TemporaryDirectory() as temp_dir: - with zipfile.ZipFile(frames_zip.path, 'r') as zip_ref: - zip_ref.extractall(temp_dir) - - images = [img for img in os.listdir(temp_dir) if img.endswith(".png")] - images = sorted(images, key=lambda x: int(x.split('_')[1])) - - first_frame = cv2.imread(os.path.join(temp_dir, images[0])) - height, width, layers = first_frame.shape - frame_size = (width, height) - - # Define the codec and create VideoWriter object - out = cv2.VideoWriter(output_path, cv2.VideoWriter_fourcc(*'mp4v'), 30, frame_size) - - # Loop through the images and write them to the video - for image in images: - img_path = os.path.join(temp_dir, image) - frame = cv2.imread(img_path) - out.write(frame) - - out.release() - return sieve.File(path=output_path) - - - -if __name__ == "__main__": - - video_path = "duckling.mp4" - text_prompt = "duckling" - - video = sieve.File(path=video_path) - sam_out = segment(video, text_prompt) - - mask = zip_to_mp4(sam_out['masks']) - - os.makedirs("outputs", exist_ok=True) - shutil.move(mask.path, os.path.join("outputs", f"segment_{video_path}")) diff --git a/text_to_segment/text_to_segment.py b/text_to_segment/text_to_segment.py new file mode 100644 index 0000000..e82dcdc --- /dev/null +++ b/text_to_segment/text_to_segment.py @@ -0,0 +1,72 @@ +import sieve +import shutil +import os + +from utils import is_video, get_first_frame, zip_to_mp4 +from bbox import get_object_bbox + + + +metadata = sieve.Metadata( + title="text-to-segment", + description="Text prompt SAM2 to segment a video or image.", + readme=open("README.md").read(), + image=sieve.File(path="duck_silhouette.png") +) + + +@sieve.function( + name="text-to-segment", + python_packages=["opencv-python"], + system_packages=[ + "libgl1-mesa-glx", + "libglib2.0-0" + ], + metadata=metadata +) +def segment(file: sieve.File, object_name: str, return_mp4: bool = False): + """ + :param file: photo or video to segment + :param object_name: the object you wish to segment + :param return_mp4: if True, return only an MP4 video of the segmentation masks + """ + sam = sieve.function.get("sieve/sam2") + + if is_video(file): + image = get_first_frame(file) + else: + image = file + + print("fetching bounding box...") + box = get_object_bbox(image, object_name) + + sam_prompt = { + "object_id": 1, # id to track the object + "frame_index": 0, # first frame (if it's a video) + "box": box # bounding box [x1, y1, x2, y2] + } + + sam_out = sam.run( + file=file, + prompts=[sam_prompt], + model_type="tiny", + debug_masks=return_mp4 + ) + + return sam_out + + + + +if __name__ == "__main__": + + video_path = "duckling.mp4" + text_prompt = "duckling" + + video = sieve.File(path=video_path) + sam_out = segment(video, text_prompt) + + mask = zip_to_mp4(sam_out['masks']) + + os.makedirs("outputs", exist_ok=True) + shutil.move(mask.path, os.path.join("outputs", f"segment_{video_path}")) From 598e4c580ce886d69e26f0c47d3e0ced7864e608 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 2 Sep 2024 14:24:45 -0700 Subject: [PATCH 02/19] utils, blending files --- text_to_segment/blending.py | 56 +++++++++++++++++ text_to_segment/greenscreen.py | 55 +++++++++++++++++ text_to_segment/text_to_segment.py | 5 +- text_to_segment/utils.py | 99 ++++++++++++++++++++++++++++++ 4 files changed, 214 insertions(+), 1 deletion(-) create mode 100644 text_to_segment/blending.py create mode 100644 text_to_segment/greenscreen.py create mode 100644 text_to_segment/utils.py diff --git a/text_to_segment/blending.py b/text_to_segment/blending.py new file mode 100644 index 0000000..c4c729c --- /dev/null +++ b/text_to_segment/blending.py @@ -0,0 +1,56 @@ +import sieve +import cv2 +import numpy as np + +from utils import resize_and_crop + + +def blend_to_background(object_video: sieve.File, mask_video: sieve.File, background_img: sieve.File): + """ + superimpose `object_video` onto `background_img` using `mask_video` + + assumes that `mask_video` frames correspond 1-1 with `object_video` frames + (but framerate doesn't matter) + """ + + object_video = cv2.VideoCapture(object_video.path) + mask_video = cv2.VideoCapture(mask_video.path) + background = cv2.imread(background_img.path) + + output_path = "blended_output.mp4" + + frame_width = int(object_video.get(cv2.CAP_PROP_FRAME_WIDTH)) + frame_height = int(object_video.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = object_video.get(cv2.CAP_PROP_FPS) + + background = resize_and_crop(background, frame_width, frame_height) + + fourcc = cv2.VideoWriter_fourcc(*'mp4v') + output_video = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) + + while True: + ret_obj, obj_frame = object_video.read() + ret_mask, mask_frame = mask_video.read() + + if not ret_obj or not ret_mask: + break + + if len(mask_frame.shape) == 3: + mask_frame = cv2.cvtColor(mask_frame, cv2.COLOR_BGR2GRAY) + + mask = mask_frame.astype(np.float32) / 255.0 + mask = np.expand_dims(mask, axis=2) + + blended_frame = (obj_frame * mask + background * (1 - mask)).astype(np.uint8) + + output_video.write(blended_frame) + + object_video.release() + mask_video.release() + output_video.release() + + return sieve.File(path=output_path) + + + + diff --git a/text_to_segment/greenscreen.py b/text_to_segment/greenscreen.py new file mode 100644 index 0000000..035ec45 --- /dev/null +++ b/text_to_segment/greenscreen.py @@ -0,0 +1,55 @@ +import sieve +import os +import shutil + +from blending import blend_to_background +from utils import splice_audio +from text_to_segment import segment + + +@sieve.function( + name="background-replace", + python_packages=["opencv-python"], + system_packages=[ + "ffmpeg", + "libgl1-mesa-glx", + "libglib2.0-0" + ] +) +def background_replace( + video: sieve.File, + background: sieve.File, + subject: str, +): + """ + :param video: input video to segment + :param background: image to use as background + :param subjects: comma-separated list of objects to track in the video + """ + + print("segmenting...") + mask_video = segment(video, subject, return_mp4=True) + + print("blending...") + blended_vid = blend_to_background(video, mask_video, background) + + out = splice_audio(blended_vid, video) + + return out + + +if __name__ == "__main__": + + video_path = "duckling.mp4" + subject = "duckling" + bg_path = "galaxy.jpg" + + video = sieve.File(path=video_path) + background = sieve.File(path=bg_path) + + os.makedirs("outputs", exist_ok=True) + + out = background_replace(video, background, subject) + + shutil.move(out.path, os.path.join("outputs", f"{bg_path.split('/')[-1].split('.')[0]}_{video_path}")) + diff --git a/text_to_segment/text_to_segment.py b/text_to_segment/text_to_segment.py index e82dcdc..1e1fe2b 100644 --- a/text_to_segment/text_to_segment.py +++ b/text_to_segment/text_to_segment.py @@ -50,9 +50,12 @@ def segment(file: sieve.File, object_name: str, return_mp4: bool = False): file=file, prompts=[sam_prompt], model_type="tiny", - debug_masks=return_mp4 + debug_masks=False ) + if return_mp4: + return zip_to_mp4(sam_out["masks"]) + return sam_out diff --git a/text_to_segment/utils.py b/text_to_segment/utils.py new file mode 100644 index 0000000..b300b06 --- /dev/null +++ b/text_to_segment/utils.py @@ -0,0 +1,99 @@ +import sieve +import cv2 +import tempfile +import zipfile +import os + + + +def is_video(file: sieve.File): + file_path = file.path + + video_formats = ['mp4', 'avi', 'mov', 'flv', 'wmv', 'webm', 'mkv'] + + if file_path.split(".")[-1] in video_formats: + return True + + return False + + +def get_first_frame(video: sieve.File): + video_path = video.path + + cap = cv2.VideoCapture(video_path) + ret, frame = cap.read() + + if ret: + cv2.imwrite('first_frame.png', frame) + else: + raise Exception("Failed to read the video; empty or does not exist") + + frame = sieve.File(path='first_frame.png') + cap.release() + + return frame + + +def zip_to_mp4(frames_zip: sieve.File): + """ + convert zip file of frames to an mp4 + """ + output_path = "output_video.mp4" + with tempfile.TemporaryDirectory() as temp_dir: + with zipfile.ZipFile(frames_zip.path, 'r') as zip_ref: + zip_ref.extractall(temp_dir) + + images = [img for img in os.listdir(temp_dir) if img.endswith(".png")] + images = sorted(images, key=lambda x: int(x.split('_')[1])) + + first_frame = cv2.imread(os.path.join(temp_dir, images[0])) + height, width, layers = first_frame.shape + frame_size = (width, height) + + # Define the codec and create VideoWriter object + out = cv2.VideoWriter(output_path, cv2.VideoWriter_fourcc(*'mp4v'), 30, frame_size) + + # Loop through the images and write them to the video + for image in images: + img_path = os.path.join(temp_dir, image) + frame = cv2.imread(img_path) + out.write(frame) + + out.release() + return sieve.File(path=output_path) + + +def splice_audio(video, audio): + spliced_path = "spliced.mp4" + cmd = f"ffmpeg -y -nostdin -loglevel error -i {video.path} -i {audio.path} -c:v copy -c:a aac {spliced_path}" + os.system(cmd) + + return sieve.File(path=spliced_path) + + +def resize_and_crop(image, target_width, target_height): + """ + resize image to meet target_height, target_width without stretching + """ + + image_height, image_width = image.shape[:2] + + target_aspect = target_width / target_height + image_aspect = image_width / image_height + + if image_aspect > target_aspect: + new_height = target_height + new_width = int(image_aspect * new_height) + else: + new_width = target_width + new_height = int(new_width / image_aspect) + + resized_image = cv2.resize(image, (new_width, new_height)) + + crop_x = (new_width - target_width) // 2 + crop_y = (new_height - target_height) // 2 + + cropped_image = resized_image[crop_y:crop_y + target_height, crop_x:crop_x + target_width] + + return cropped_image + From 4a4c4b8bab02cf2d40fc8d475331f5beb1f91553 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 2 Sep 2024 14:25:00 -0700 Subject: [PATCH 03/19] example background img --- text_to_segment/galaxy.jpg | Bin 0 -> 156370 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 text_to_segment/galaxy.jpg diff --git a/text_to_segment/galaxy.jpg b/text_to_segment/galaxy.jpg new file mode 100644 index 0000000000000000000000000000000000000000..40958a8cb0960979a322489dda5554287fd08255 GIT binary patch literal 156370 zcmeFYcUY9mvM>A&IcJc}kfQ=amLaDZGDueP3`ug%5=6;SP{~QMH!H{ef;?s zI~f3Q(KT2?5MiPGf6&50LiwQID3_N2kdN^X6wI&rnE#+L=Ft6s%TE*t2XAlpn}UL_ zUN@`}ZZ^mpwr(zh{?_h-!Z(Bj0jQk6yS43Iq&L_GY47MN!@bkq$qjZy$Z#8rX$fh$ 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zuYNGf*0G9FQGvh%$?xy?$vOU~U_ONG0RGX47R&ih$!Yx`%zkrpp1%FQp5Lct%I5z7 zRo}&Cd-m^u@G^VmNN1pEcJa;+7C(Fglbw!(qJvkY>yM~S?WO6>JSTA*TuTz)9r$MN z?~^KV@Z&#Fa?e%J}%WPTih+W;m2a(iI& zg&>|V9D@P#g(@4sYXzJbg$_b&S@V zJO2QR Date: Tue, 3 Sep 2024 11:11:15 -0700 Subject: [PATCH 04/19] duck script --- text_to_segment/sam_fx.py | 201 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 201 insertions(+) create mode 100644 text_to_segment/sam_fx.py diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py new file mode 100644 index 0000000..00a48e5 --- /dev/null +++ b/text_to_segment/sam_fx.py @@ -0,0 +1,201 @@ +import sieve +import os +import shutil + +import cv2 + +from blending import blend_to_background +from utils import splice_audio +from text_to_segment import segment + + +import cv2 +import numpy as np + + +def resize_to(mask, target_shape): + """ Resizes the mask to the target image dimensions. """ + + # get larger target dimension + target_dim = max(target_shape) + + return cv2.resize(mask, (target_dim, target_dim)) # Width and height are reversed in cv2.resize + + +def translate_mask(mask, target_center, original_shape): + + """ Translates the mask's center of mass to the target center coordinate. """ + # Calculate current center of mass of the mask + M = cv2.moments(mask, binaryImage=True) + current_center = (int(M['m10'] / M['m00']), int(M['m01'] / M['m00'])) + + # Translation vector from current center to target center + translation = (target_center[1] - current_center[1], target_center[0] - current_center[0]) + + # Translation matrix + translation_matrix = np.float32([[1, 0, translation[0]], [0, 1, translation[1]]]) + + # Translate and handle boundaries by padding if necessary + padded_mask = cv2.copyMakeBorder(mask, max(-translation[1], 0), max(translation[1], 0), + max(-translation[0], 0), max(translation[0], 0), + cv2.BORDER_CONSTANT, value=0) + + # Apply the translation + translated_mask = cv2.warpAffine(padded_mask, translation_matrix, (padded_mask.shape[1], padded_mask.shape[0])) + + # Crop back to the original image size + start_y = max(translation[1], 0) + start_x = max(translation[0], 0) + translated_mask = translated_mask[start_y:start_y + original_shape[0], start_x:start_x + original_shape[1]] + + return translated_mask + + + +def center_mask_on_coordinate(mask, target_center, target_shape): + """ Centers the mask on the given coordinate in the context of a target shape. """ + # Resize mask to match the target shape + resized_mask = resize_to(mask, target_shape) + + # Translate resized mask to center it on the target center + centered_mask = translate_mask(resized_mask, target_center, target_shape) + + return centered_mask + + + + +@sieve.function( + name="video-effect", + python_packages=["opencv-python"], + system_packages=[ + "ffmpeg", + "libgl1-mesa-glx", + "libglib2.0-0" + ] +) +def add_effect( + video: sieve.File, + effect: sieve.File, + subject: str, +): + """ + :param video: input video to segment + :param background: image to use as background + :param subjects: comma-separated list of objects to track in the video + """ + + print("segmenting...") + mask_video = segment(video, subject, return_mp4=True) + + + return + + +if __name__ == "__main__": + + # video_path = "duckling.mp4" + # subject = "duckling" + # effect_path = "rays.jpg" + + # video = sieve.File(path=video_path) + # effect = sieve.File(path=effect_path) + + # os.makedirs("outputs", exist_ok=True) + + # out = add_effect(video, effect, subject) + + # shutil.move(out.path, os.path.join("outputs", f"{effect_path.split('/')[-1].split('.')[0]}_{video_path}")) + + from utils import get_first_frame + from greenscreen import background_replace + + video_path = "duckling.mp4" + + video = sieve.File(path=video_path) + first_frame = get_first_frame(video) + + effect_path = "rays.jpeg" + + cap = cv2.VideoCapture(video.path) + + frame_width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH)) + frame_height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = cap.get(cv2.CAP_PROP_FPS) + + from utils import resize_and_crop + + effect = sieve.File(path=effect_path) + effect_mask = cv2.imread(effect.path) + if len(effect_mask.shape) == 3: + effect_mask = cv2.cvtColor(effect_mask, cv2.COLOR_BGR2GRAY) + + size = 2*max(frame_width, frame_height) + effect_mask = resize_and_crop(effect_mask, size, size) + + # effect_mask = resize_and_crop(effect_mask, frame_width, frame_height) + _, effect_mask = cv2.threshold(effect_mask, 127, 255, cv2.THRESH_BINARY) + + output_path = "effect.mp4" + + fourcc = cv2.VideoWriter_fourcc(*'mp4v') + output_video = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) + + mask_vid_path = "outputs/segment_duckling.mp4" + assert os.path.exists(mask_vid_path) + mask_cap = cv2.VideoCapture(mask_vid_path) + + prev_current_center = None + + while True: + ret_obj, obj_frame = cap.read() + ret_mask, mask_frame = mask_cap.read() + + + if not ret_obj: + break + + if len(mask_frame.shape) == 3: + mask_frame = cv2.cvtColor(mask_frame, cv2.COLOR_BGR2GRAY) + + + M = cv2.moments(mask_frame, binaryImage=True) + + current_center = (int(M['m10'] / M['m00']), int(M['m01'] / M['m00'])) + + if prev_current_center is None: + prev_current_center = current_center + + beta = 0.2 + current_center = (int((1.-beta)*prev_current_center[0] + beta*current_center[0]), int(0.8*prev_current_center[1] + 0.2*current_center[1])) + prev_current_center = current_center + + translation = (current_center[0] - size//2, current_center[1] - size//2) + + translation_matrix = np.float32([[1, 0, translation[0]], [0, 1, translation[1]]]) + translated_mask = cv2.warpAffine(effect_mask, translation_matrix, (mask_frame.shape[1], mask_frame.shape[0])) + + # translated_mask = resize_and_crop(translated_mask, frame_width, frame_height) + + # combined_mask = cv2.bitwise_not(mask_frame) + # combined_mask = mask_frame + combined_mask = cv2.bitwise_or(mask_frame, translated_mask) + + mask = combined_mask + + cv2.imwrite("mask.jpg", mask) + + mask = mask.astype(np.float32) / 255.0 + mask = np.expand_dims(mask, axis=2) + + new_frame = obj_frame * mask + (1 - mask) * 255. + + output_video.write(new_frame.astype(np.uint8)) + + + cap.release() + mask_cap.release() + output_video.release() + + # cv2.imwrite("centered_mask.jpg", centered_mask) + From c5ebd48ce7108a9f99b12741398ce394199a45a4 Mon Sep 17 00:00:00 2001 From: lachlan Date: Tue, 3 Sep 2024 13:11:38 -0700 Subject: 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07/19] add blur + focus effect --- text_to_segment/bbox.py | 11 +++++ text_to_segment/sam_fx.py | 87 +++++++++++++++++++++++++++++++++++---- 2 files changed, 91 insertions(+), 7 deletions(-) diff --git a/text_to_segment/bbox.py b/text_to_segment/bbox.py index ea6f694..5ea240d 100644 --- a/text_to_segment/bbox.py +++ b/text_to_segment/bbox.py @@ -1,6 +1,13 @@ +import os import sieve +CACHE = False + def get_object_bbox(image: sieve.File, object_name: str): + if CACHE and os.path.exists("bbox.txt"): + with open("bbox.txt", "r") as f: + return list(map(int, f.read().split(','))) + yolo = sieve.function.get('sieve/yolov8') response = yolo.run( @@ -12,4 +19,8 @@ def get_object_bbox(image: sieve.File, object_name: str): box = response['boxes'][0] bounding_box = [box['x1'],box['y1'],box['x2'],box['y2']] + if CACHE: + with open("bbox.txt", "w") as f: + f.write(','.join(map(str, bounding_box))) + return bounding_box diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index 537933b..03f0d1e 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -13,8 +13,7 @@ -def apply_shape_effect(video, mask_video, effect_mask, mask_scale=1.): - +def apply_shape_effect(video: sieve.File, mask_video: sieve.File, effect_mask: sieve.File, mask_scale=1.): video_reader = cv2.VideoCapture(video.path) mask_reader = cv2.VideoCapture(mask_video.path) @@ -27,7 +26,6 @@ def apply_shape_effect(video, mask_video, effect_mask, mask_scale=1.): fourcc = cv2.VideoWriter_fourcc(*'mp4v') output_writer = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) - effect_mask_arr = cv2.imread(effect_mask.path) if len(effect_mask_arr.shape) == 3: effect_mask_arr = cv2.cvtColor(effect_mask_arr, cv2.COLOR_BGR2GRAY) @@ -79,12 +77,69 @@ def apply_shape_effect(video, mask_video, effect_mask, mask_scale=1.): return sieve.File(path=output_path) +def gaussian_blur(image: np.array): + return cv2.GaussianBlur(image, (15, 15), 0) + + +def dim_brightness(image: np.array): + + dimmed = image.astype(np.float32) * 0.5 + + return dimmed.astype(np.uint8) + + +def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, to_foreground=True): + video_reader = cv2.VideoCapture(video.path) + mask_reader = cv2.VideoCapture(mask_video.path) + + frame_width = int(video_reader.get(cv2.CAP_PROP_FRAME_WIDTH)) + frame_height = int(video_reader.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = video_reader.get(cv2.CAP_PROP_FPS) + + output_path = "output.mp4" + fourcc = cv2.VideoWriter_fourcc(*'mp4v') + output_writer = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) + + while True: + ret_video, frame_video = video_reader.read() + ret_mask, frame_mask = mask_reader.read() + + if not ret_video or not ret_mask: + break + + if not len(frame_mask.shape) == 3: + frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) + frame_mask = np.expand_dims(frame_mask, axis=2) + frame_mask = np.repeat(frame_mask, 3, axis=2) + + frame_mask = frame_mask > 0 + if not to_foreground: + frame_mask = ~frame_mask + + try: + frame_filtered = filter_fn(frame_video) + frame_video[frame_mask] = frame_filtered[frame_mask] + except: + breakpoint() + + output_writer.write(frame_video) + + video_reader.release() + mask_reader.release() + output_writer.release() + + return sieve.File(path=output_path) + + metadata = sieve.Metadata( name="Sam FX", description="Apply cool overlays behind a subject in a video", image=sieve.File(path="duck_circle.jpg") ) + +CACHE = False + @sieve.function( name="sam-fx", python_packages=["opencv-python"], @@ -98,7 +153,7 @@ def apply_shape_effect(video, mask_video, effect_mask, mask_scale=1.): def add_effect( video: sieve.File, subject: str, - effect: Literal["circle", "spotlight", "frame", "retro solar"] + effect: Literal["circle", "spotlight", "frame", "retro solar", "focus", "blur"] ): """ :param video: input video @@ -106,8 +161,15 @@ def add_effect( :param effect: effect to overlay """ - print("segmenting...") - mask_video = segment(video, subject, return_mp4=True) + if CACHE and os.path.exists("mask.mp4"): + mask_video = sieve.File(path="mask.mp4") + else: + print("segmenting...") + mask_video = segment(video, subject, return_mp4=True) + + if CACHE: + shutil.copy(mask_video.path, "mask.mp4") + if effect == "retro solar": print("applying retro solar effect...") @@ -133,14 +195,25 @@ def add_effect( return apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15) + if effect == "focus": + print("applying focus effect...") + return apply_filter(video, mask_video, dim_brightness, to_foreground=False) + + if effect == "blur": + print("applying blur effect...") + return apply_filter(video, mask_video, gaussian_blur, to_foreground=False) + raise ValueError(f"Effect {effect} not supported") + + + if __name__ == "__main__": video_path = "duckling.mp4" subject = "duckling" - effect = "frame" + effect = "focus" video = sieve.File(path=video_path) From 84c0ba8aa8b9e5c883aa1ab9c4ff2b3698dbe7f0 Mon Sep 17 00:00:00 2001 From: lachlan Date: Thu, 5 Sep 2024 11:56:17 -0700 Subject: [PATCH 08/19] fix artifacts --- text_to_segment/bbox.py | 3 +- text_to_segment/config.py | 1 + text_to_segment/sam_fx.py | 178 +++++++++++++++++++++++++++++++------- 3 files changed, 148 insertions(+), 34 deletions(-) create mode 100644 text_to_segment/config.py diff --git a/text_to_segment/bbox.py b/text_to_segment/bbox.py index 5ea240d..1e96384 100644 --- a/text_to_segment/bbox.py +++ b/text_to_segment/bbox.py @@ -1,7 +1,8 @@ import os import sieve -CACHE = False +from CONFIG import CACHE + def get_object_bbox(image: sieve.File, object_name: str): if CACHE and os.path.exists("bbox.txt"): diff --git a/text_to_segment/config.py b/text_to_segment/config.py new file mode 100644 index 0000000..95306ae --- /dev/null +++ b/text_to_segment/config.py @@ -0,0 +1 @@ +CACHE = False diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index 03f0d1e..3495de5 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -1,5 +1,6 @@ import sieve import os +import subprocess import shutil import cv2 import numpy as np @@ -11,6 +12,19 @@ from text_to_segment import segment from utils import get_first_frame, resize_and_crop, resize_with_padding +from config import CACHE + +def reencode_video(video: sieve.File): + video_path = video.path + # cmd = f"ffmpeg -i {video_path} -y -nostdin -c:v libx264 -preset fast -pix_fmt yuv420p -crf 23 reencoded.mp4" + # os.system(cmd) + cmd = ["ffmpeg", "-i", video_path, "-loglevel", "error", "-y", "-nostdin", "-c:v", "libx264", "-preset", "fast", "-pix_fmt", "yuv420p", "-crf", "23", "reencoded.mp4"] + + subprocess.run(cmd, check=True) + + shutil.move("reencoded.mp4", video_path) + + return sieve.File(path=video_path) def apply_shape_effect(video: sieve.File, mask_video: sieve.File, effect_mask: sieve.File, mask_scale=1.): @@ -81,12 +95,72 @@ def gaussian_blur(image: np.array): return cv2.GaussianBlur(image, (15, 15), 0) -def dim_brightness(image: np.array): +def apply_color_filter(image: np.array, color: tuple, intensity: float = 0.5): + # Ensure the color is in BGR format for OpenCV + b, g, r = color - dimmed = image.astype(np.float32) * 0.5 + # Create a color overlay + overlay = np.full(image.shape, (b, g, r), dtype=np.uint8) - return dimmed.astype(np.uint8) + # Blend the original image with the color overlay + filtered = cv2.addWeighted(image, 1 - intensity, overlay, intensity, 0) + + return filtered + + + +# def dim_brightness(image: np.array): + +# dimmed = image.astype(np.float32) * 0.5 + +# return dimmed.astype(np.uint8) + + +# def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, to_foreground=True): +# video_reader = cv2.VideoCapture(video.path) +# mask_reader = cv2.VideoCapture(mask_video.path) + +# frame_width = int(video_reader.get(cv2.CAP_PROP_FRAME_WIDTH)) +# frame_height = int(video_reader.get(cv2.CAP_PROP_FRAME_HEIGHT)) +# fps = video_reader.get(cv2.CAP_PROP_FPS) + +# output_path = "output.mp4" +# fourcc = cv2.VideoWriter_fourcc(*'mp4v') +# output_writer = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) + +# while True: +# ret_video, frame_video = video_reader.read() +# ret_mask, frame_mask = mask_reader.read() + +# if not ret_video or not ret_mask: +# break + +# if not len(frame_mask.shape) == 3: +# frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) +# frame_mask = np.expand_dims(frame_mask, axis=2) +# frame_mask = np.repeat(frame_mask, 3, axis=2) + +# frame_mask = frame_mask > 0 +# if not to_foreground: +# frame_mask = ~frame_mask + +# try: +# frame_filtered = filter_fn(frame_video) +# frame_video[frame_mask] = frame_filtered[frame_mask] +# except: +# breakpoint() +# output_writer.write(frame_video) + +# video_reader.release() +# mask_reader.release() +# output_writer.release() + +# return sieve.File(path=output_path) + +def dim_brightness(image: np.array): + dimmed = image.astype(np.float32) * 0.5 + return dimmed.astype(np.uint8) def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, to_foreground=True): video_reader = cv2.VideoCapture(video.path) @@ -107,22 +181,27 @@ def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, if not ret_video or not ret_mask: break - if not len(frame_mask.shape) == 3: + if len(frame_mask.shape) == 3: frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) - frame_mask = np.expand_dims(frame_mask, axis=2) - frame_mask = np.repeat(frame_mask, 3, axis=2) - - frame_mask = frame_mask > 0 + + # Apply Gaussian blur to the mask + frame_mask = cv2.GaussianBlur(frame_mask, (15, 15), 0) + + # Normalize mask to range 0-1 + frame_mask = frame_mask.astype(float) / 255.0 + if not to_foreground: - frame_mask = ~frame_mask + frame_mask = 1 - frame_mask + + # Apply filter to the entire frame + frame_filtered = filter_fn(frame_video) + + # Blend the filtered and original frames using the mask + frame_mask = np.repeat(frame_mask[:, :, np.newaxis], 3, axis=2) + blended = frame_filtered * frame_mask + frame_video * (1 - frame_mask) - try: - frame_filtered = filter_fn(frame_video) - frame_video[frame_mask] = frame_filtered[frame_mask] - except: - breakpoint() + output_writer.write(blended.astype(np.uint8)) - output_writer.write(frame_video) video_reader.release() mask_reader.release() @@ -138,8 +217,6 @@ def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, ) -CACHE = False - @sieve.function( name="sam-fx", python_packages=["opencv-python"], @@ -175,49 +252,84 @@ def add_effect( print("applying retro solar effect...") effect_mask = sieve.File(path="assets/rays.jpg") - return apply_shape_effect(video, mask_video, effect_mask) + out = apply_shape_effect(video, mask_video, effect_mask) - if effect == "circle": + elif effect == "circle": print("applying circle effect...") effect_mask = sieve.File(path="assets/circle.jpg") - return apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.2) + out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.2) - if effect == "spotlight": + elif effect == "spotlight": print("applying splotlight effect...") effect_mask = sieve.File(path="assets/spot.jpg") - return apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15) + out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15) - if effect == "frame": + elif effect == "frame": print("applying frame effect...") effect_mask = sieve.File(path="assets/square.jpg") - return apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15) + out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15) + - if effect == "focus": + elif effect == "focus": print("applying focus effect...") - return apply_filter(video, mask_video, dim_brightness, to_foreground=False) + out = apply_filter(video, mask_video, dim_brightness, to_foreground=False) - if effect == "blur": + elif effect == "blur": print("applying blur effect...") - return apply_filter(video, mask_video, gaussian_blur, to_foreground=False) + out = apply_filter(video, mask_video, gaussian_blur, to_foreground=False) + elif effect == "red": + print("applying red effect...") + red_filter = lambda img: apply_color_filter(img, (0, 0, 255), 0.3) + out = apply_filter(video, mask_video, red_filter, to_foreground=True) - raise ValueError(f"Effect {effect} not supported") + elif effect == "green": + print("applying green effect...") + green_filter = lambda img: apply_color_filter(img, (113, 179, 60), 0.3) + out = apply_filter(video, mask_video, green_filter, to_foreground=True) + elif effect == "blue": + print("applying blue effect...") + blue_filter = lambda img: apply_color_filter(img, (255, 0, 0), 0.3) + out = apply_filter(video, mask_video, blue_filter, to_foreground=True) + elif effect == "yellow": + print("applying yellow effect...") + yellow_filter = lambda img: apply_color_filter(img, (0, 255, 255), 0.3) + out = apply_filter(video, mask_video, yellow_filter, to_foreground=True) + elif effect == "orange": + print("applying orange effect...") + orange_filter = lambda img: apply_color_filter(img, (0, 165, 255), 0.3) + out = apply_filter(video, mask_video, orange_filter, to_foreground=True) + + else: + raise ValueError(f"Effect {effect} not supported") + + return reencode_video(out) + + +def run_all(video_path, subject): + + video = sieve.File(path=video_path) + + for effect in ["circle", "spotlight", "frame", "retro solar", "focus", "blur", "red", "green", "blue", "yellow", "orange"]: + output = add_effect(video, subject, effect) + + shutil.move(output.path, os.path.join("outputs", f"{effect}_{video_path}")) if __name__ == "__main__": video_path = "duckling.mp4" subject = "duckling" - effect = "focus" + effect = "blur" video = sieve.File(path=video_path) - output = add_effect(video, subject, effect) - - shutil.move(output.path, os.path.join("outputs", f"{effect}_{video_path}")) + # output = add_effect(video, subject, effect) + # shutil.move(output.path, os.path.join("outputs", f"{effect}_{video_path}")) + run_all(video_path, subject) From ec6a53b5875020215758ab2f1a9f5bba11b55bdd Mon Sep 17 00:00:00 2001 From: lachlan Date: Thu, 5 Sep 2024 11:57:25 -0700 Subject: [PATCH 09/19] add colour filter args --- text_to_segment/bbox.py | 2 +- text_to_segment/sam_fx.py | 13 ++++++++++++- 2 files changed, 13 insertions(+), 2 deletions(-) diff --git a/text_to_segment/bbox.py b/text_to_segment/bbox.py index 1e96384..fe6b6dc 100644 --- a/text_to_segment/bbox.py +++ b/text_to_segment/bbox.py @@ -1,7 +1,7 @@ import os import sieve -from CONFIG import CACHE +from config import CACHE def get_object_bbox(image: sieve.File, object_name: str): diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index 3495de5..3de298c 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -230,7 +230,18 @@ def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, def add_effect( video: sieve.File, subject: str, - effect: Literal["circle", "spotlight", "frame", "retro solar", "focus", "blur"] + effect: Literal[ + "circle", + "spotlight", + "frame", + "retro solar", + "focus", + "blur", + "red", + "green", + "blue", + "yellow", + "orange"] ): """ :param video: input video From bc2c31e9f2755485b71ef549c4ccdb42bb1502b7 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 12:22:10 -0700 Subject: [PATCH 10/19] separate effects into different functions --- text_to_segment/.sieveignore | 2 + text_to_segment/DEV_README.md | 3 + text_to_segment/bbox.py | 6 +- text_to_segment/sam_fx.py | 327 ++++++++++++++++++++++------------ text_to_segment/scripts.py | 48 +++++ 5 files changed, 265 insertions(+), 121 deletions(-) create mode 100644 text_to_segment/.sieveignore create mode 100644 text_to_segment/DEV_README.md create mode 100644 text_to_segment/scripts.py diff --git a/text_to_segment/.sieveignore b/text_to_segment/.sieveignore new file mode 100644 index 0000000..4e2e2fc --- /dev/null +++ b/text_to_segment/.sieveignore @@ -0,0 +1,2 @@ +outputs/* +thumbnails/* diff --git a/text_to_segment/DEV_README.md b/text_to_segment/DEV_README.md new file mode 100644 index 0000000..691f008 --- /dev/null +++ b/text_to_segment/DEV_README.md @@ -0,0 +1,3 @@ + +## Deploying +Run `python scripts.py` once before using `sieve.deploy` so that the thumbnails exist. diff --git a/text_to_segment/bbox.py b/text_to_segment/bbox.py index fe6b6dc..b3794d1 100644 --- a/text_to_segment/bbox.py +++ b/text_to_segment/bbox.py @@ -1,11 +1,11 @@ import os import sieve -from config import CACHE +import config def get_object_bbox(image: sieve.File, object_name: str): - if CACHE and os.path.exists("bbox.txt"): + if config.CACHE and os.path.exists("bbox.txt"): with open("bbox.txt", "r") as f: return list(map(int, f.read().split(','))) @@ -20,7 +20,7 @@ def get_object_bbox(image: sieve.File, object_name: str): box = response['boxes'][0] bounding_box = [box['x1'],box['y1'],box['x2'],box['y2']] - if CACHE: + if config.CACHE: with open("bbox.txt", "w") as f: f.write(','.join(map(str, bounding_box))) diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index 3de298c..eb43b5c 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -12,12 +12,11 @@ from text_to_segment import segment from utils import get_first_frame, resize_and_crop, resize_with_padding -from config import CACHE +import config + def reencode_video(video: sieve.File): video_path = video.path - # cmd = f"ffmpeg -i {video_path} -y -nostdin -c:v libx264 -preset fast -pix_fmt yuv420p -crf 23 reencoded.mp4" - # os.system(cmd) cmd = ["ffmpeg", "-i", video_path, "-loglevel", "error", "-y", "-nostdin", "-c:v", "libx264", "-preset", "fast", "-pix_fmt", "yuv420p", "-crf", "23", "reencoded.mp4"] subprocess.run(cmd, check=True) @@ -91,10 +90,6 @@ def apply_shape_effect(video: sieve.File, mask_video: sieve.File, effect_mask: s return sieve.File(path=output_path) -def gaussian_blur(image: np.array): - return cv2.GaussianBlur(image, (15, 15), 0) - - def apply_color_filter(image: np.array, color: tuple, intensity: float = 0.5): # Ensure the color is in BGR format for OpenCV b, g, r = color @@ -108,60 +103,11 @@ def apply_color_filter(image: np.array, color: tuple, intensity: float = 0.5): return filtered - -# def dim_brightness(image: np.array): - -# dimmed = image.astype(np.float32) * 0.5 - -# return dimmed.astype(np.uint8) - - -# def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, to_foreground=True): -# video_reader = cv2.VideoCapture(video.path) -# mask_reader = cv2.VideoCapture(mask_video.path) - -# frame_width = int(video_reader.get(cv2.CAP_PROP_FRAME_WIDTH)) -# frame_height = int(video_reader.get(cv2.CAP_PROP_FRAME_HEIGHT)) -# fps = video_reader.get(cv2.CAP_PROP_FPS) - -# output_path = "output.mp4" -# fourcc = cv2.VideoWriter_fourcc(*'mp4v') -# output_writer = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) - -# while True: -# ret_video, frame_video = video_reader.read() -# ret_mask, frame_mask = mask_reader.read() - -# if not ret_video or not ret_mask: -# break - -# if not len(frame_mask.shape) == 3: -# frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) -# frame_mask = np.expand_dims(frame_mask, axis=2) -# frame_mask = np.repeat(frame_mask, 3, axis=2) - -# frame_mask = frame_mask > 0 -# if not to_foreground: -# frame_mask = ~frame_mask - -# try: -# frame_filtered = filter_fn(frame_video) -# frame_video[frame_mask] = frame_filtered[frame_mask] -# except: -# breakpoint() - -# output_writer.write(frame_video) - -# video_reader.release() -# mask_reader.release() -# output_writer.release() - -# return sieve.File(path=output_path) - -def dim_brightness(image: np.array): - dimmed = image.astype(np.float32) * 0.5 +def dim_brightness(image: np.array, brightness=0.5): + dimmed = image.astype(np.float32) * brightness return dimmed.astype(np.uint8) + def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, to_foreground=True): video_reader = cv2.VideoCapture(video.path) mask_reader = cv2.VideoCapture(mask_video.path) @@ -210,15 +156,29 @@ def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, return sieve.File(path=output_path) +def get_mask(video: sieve.File, subject: str): + + if config.CACHE and os.path.exists("mask.mp4"): + mask_video = sieve.File(path="mask.mp4") + else: + print("segmenting...") + mask_video = segment(video, subject, return_mp4=True) + + if config.CACHE: + shutil.copy(mask_video.path, "mask.mp4") + + return mask_video + + + metadata = sieve.Metadata( - name="Sam FX", - description="Apply cool overlays behind a subject in a video", - image=sieve.File(path="duck_circle.jpg") + name="Focus", + description="Dim the background to highlight the subject", + image=sieve.File(path=os.path.join("thumbnails", "focus_0-5_duckling.png")) ) - @sieve.function( - name="sam-fx", + name="sam2-focus", python_packages=["opencv-python"], system_packages=[ "ffmpeg", @@ -227,110 +187,241 @@ def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, ], metadata=metadata ) -def add_effect( - video: sieve.File, - subject: str, - effect: Literal[ - "circle", - "spotlight", - "frame", - "retro solar", - "focus", - "blur", - "red", - "green", - "blue", - "yellow", - "orange"] +def focus( + video: sieve.File, + subject: str, + brightness: Literal["0.25", "0.5", "0.75"] = "0.25" ): """ - :param video: input video - :param subject: subject of video - :param effect: effect to overlay + :param video: The video file to apply the effect to + :param subject: The subject to apply the effect to + :param brightness: The brightness of the background """ - if CACHE and os.path.exists("mask.mp4"): - mask_video = sieve.File(path="mask.mp4") - else: - print("segmenting...") - mask_video = segment(video, subject, return_mp4=True) - if CACHE: - shutil.copy(mask_video.path, "mask.mp4") + mask_video = get_mask(video, subject) + dim = lambda img: dim_brightness(img, float(brightness)) + out = apply_filter(video, mask_video, dim, to_foreground=False) + + return reencode_video(out) + +# CALLOUT EFFECTS ################################################################################ + +metadata = sieve.Metadata( + name="Callout", + description="Highlight a subject in a video with a callout effect", + image=sieve.File(path=os.path.join("thumbnails", "retro_solar_duckling.png")) +) +@sieve.function( + name="sam2-callout", + python_packages=["opencv-python"], + system_packages=[ + "ffmpeg", + "libgl1-mesa-glx", + "libglib2.0-0" + ], + metadata=metadata +) +def callout( + video: sieve.File, + subject: str, + effect: Literal["retro solar", "circle", "spotlight", "frame"] = "circle", + effect_scale: float = 1.0 +): + """ + :param video: The video file to apply the effect to + :param subject: The subject to apply the effect to + :param effect: The effect to apply + :param effect_scale: The scale of the effect + """ + + mask_video = get_mask(video, subject) if effect == "retro solar": print("applying retro solar effect...") effect_mask = sieve.File(path="assets/rays.jpg") - out = apply_shape_effect(video, mask_video, effect_mask) + out = apply_shape_effect(video, mask_video, effect_mask, effect_scale) elif effect == "circle": print("applying circle effect...") effect_mask = sieve.File(path="assets/circle.jpg") - out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.2) + out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.2*effect_scale) elif effect == "spotlight": print("applying splotlight effect...") effect_mask = sieve.File(path="assets/spot.jpg") - out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15) + out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15*effect_scale) elif effect == "frame": print("applying frame effect...") effect_mask = sieve.File(path="assets/square.jpg") - out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15) + out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15*effect_scale) + + else: + raise ValueError(f"Effect {effect} not supported") + + return reencode_video(out) - elif effect == "focus": - print("applying focus effect...") - out = apply_filter(video, mask_video, dim_brightness, to_foreground=False) +# COLOR FILTERS ################################################################################ - elif effect == "blur": - print("applying blur effect...") - out = apply_filter(video, mask_video, gaussian_blur, to_foreground=False) +metadata = sieve.Metadata( + name="Color Filter", + description="Apply a color filter to a video", + image=sieve.File(path=os.path.join("thumbnails", "red_duckling.png")) +) - elif effect == "red": +@sieve.function( + name="sam2-color-filter", + python_packages=["opencv-python"], + system_packages=[ + "ffmpeg", + "libgl1-mesa-glx", + "libglib2.0-0" + ], + metadata=metadata +) +def color_filter( + video: sieve.File, + subject: str, + color: Literal["red", "green", "blue", "yellow", "orange"], + intensity: float = 0.5 +): + """ + :param video: The video file to apply the effect to + :param subject: The subject to apply the effect to + :param color: The color to apply the effect with + :param intensity: The intensity of the effect + """ + + mask_video = get_mask(video, subject) + + if color == "red": print("applying red effect...") - red_filter = lambda img: apply_color_filter(img, (0, 0, 255), 0.3) - out = apply_filter(video, mask_video, red_filter, to_foreground=True) + color_filter_fn = lambda img: apply_color_filter(img, (0, 0, 255), intensity) - elif effect == "green": + elif color == "green": print("applying green effect...") - green_filter = lambda img: apply_color_filter(img, (113, 179, 60), 0.3) - out = apply_filter(video, mask_video, green_filter, to_foreground=True) + color_filter_fn = lambda img: apply_color_filter(img, (113, 179, 60), intensity) - elif effect == "blue": + elif color == "blue": print("applying blue effect...") - blue_filter = lambda img: apply_color_filter(img, (255, 0, 0), 0.3) - out = apply_filter(video, mask_video, blue_filter, to_foreground=True) + color_filter_fn = lambda img: apply_color_filter(img, (255, 0, 0), intensity) - elif effect == "yellow": + elif color == "yellow": print("applying yellow effect...") - yellow_filter = lambda img: apply_color_filter(img, (0, 255, 255), 0.3) - out = apply_filter(video, mask_video, yellow_filter, to_foreground=True) + color_filter_fn = lambda img: apply_color_filter(img, (0, 255, 255), intensity) - elif effect == "orange": + elif color == "orange": print("applying orange effect...") - orange_filter = lambda img: apply_color_filter(img, (0, 165, 255), 0.3) - out = apply_filter(video, mask_video, orange_filter, to_foreground=True) + color_filter_fn = lambda img: apply_color_filter(img, (0, 165, 255), intensity) else: - raise ValueError(f"Effect {effect} not supported") + raise ValueError(f"Color {color} not supported") + + out = apply_filter(video, mask_video, color_filter_fn, to_foreground=True) return reencode_video(out) +# BLUR EFFECT ################################################################################ + +metadata = sieve.Metadata( + name="Blur", + description="Blur the background of a video", + image=sieve.File(path=os.path.join("thumbnails", "high_blur_duckling.png")) +) + +@sieve.function( + name="sam2-blur", + python_packages=["opencv-python"], + system_packages=[ + "ffmpeg", + "libgl1-mesa-glx", + "libglib2.0-0" + ], + metadata=metadata +) +def blur( + video: sieve.File, + subject: str, + blur_amount: Literal["low", "medium", "high"] +): + """ + :param video: The video file to apply the effect to + :param subject: The subject to apply the effect to + :param blur_amount: The amount of blur to apply + """ + + mask_video = get_mask(video, subject) + + if blur_amount == "low": + print("applying low blur effect...") + blur_filter = lambda img: cv2.GaussianBlur(img, (15, 15), 0) + elif blur_amount == "medium": + print("applying medium blur effect...") + blur_filter = lambda img: cv2.GaussianBlur(img, (25, 25), 0) + elif blur_amount == "high": + print("applying high blur effect...") + blur_filter = lambda img: cv2.GaussianBlur(img, (35, 35), 0) + + out = apply_filter(video, mask_video, blur_filter, to_foreground=False) + + + return reencode_video(out) + + + def run_all(video_path, subject): + config.CACHE = True video = sieve.File(path=video_path) - for effect in ["circle", "spotlight", "frame", "retro solar", "focus", "blur", "red", "green", "blue", "yellow", "orange"]: - output = add_effect(video, subject, effect) + os.makedirs("outputs", exist_ok=True) + + # Focus + for brightness in ["0.25", "0.5", "0.75"]: + out_path = os.path.join("outputs", f"focus_{brightness.replace('.', '-')}_{video_path}") + if os.path.exists(out_path): + continue + + output = focus(video, subject, brightness) + shutil.move(output.path, out_path) + + # Callout + for effect in ["circle", "spotlight", "frame", "retro solar"]: + out_path = os.path.join("outputs", f"{effect.replace(' ', '_')}_{video_path}") + if os.path.exists(out_path): + continue + + output = callout(video, subject, effect) + shutil.move(output.path, out_path) + + # Color Filter + for color in ["red", "green", "blue", "yellow", "orange"]: + out_path = os.path.join("outputs", f"{color}_{video_path}") + if os.path.exists(out_path): + continue + + output = color_filter(video, subject, color) + shutil.move(output.path, out_path) + + + # Blur + for blur_amount in ["low", "medium", "high"]: + out_path = os.path.join("outputs", f"{blur_amount}_blur_{video_path}") + if os.path.exists(out_path): + continue + + output = blur(video, subject, blur_amount) + shutil.move(output.path, out_path) + - shutil.move(output.path, os.path.join("outputs", f"{effect}_{video_path}")) if __name__ == "__main__": diff --git a/text_to_segment/scripts.py b/text_to_segment/scripts.py new file mode 100644 index 0000000..bf12a1d --- /dev/null +++ b/text_to_segment/scripts.py @@ -0,0 +1,48 @@ +import sieve +import shutil +import os +import cv2 + +from sam_fx import run_all +from utils import get_first_frame + +import config + + +def generate_thumbnails(): + config.CACHE = True + + os.makedirs("thumbnails", exist_ok=True) + video = sieve.File(path="duckling.mp4") + + + if not [x for x in os.listdir("outputs") if x.endswith(".mp4")]: + run_all(video.path, "duckling") + + for output in [x for x in os.listdir("outputs") if x.endswith(".mp4")]: + name = output.split(".")[0] + first_frame = get_first_frame(sieve.File(path=os.path.join("outputs", output))) + out_path = os.path.join("thumbnails", f"{name}.png") + print(f"created {out_path}") + shutil.move(first_frame.path, out_path) + + + # crop all images to be a square (top half of image, using width as height) + for thumbnail in [x for x in os.listdir("thumbnails") if x.endswith(".png")]: + img = cv2.imread(os.path.join("thumbnails", thumbnail)) + h, w, _ = img.shape + img = img[:w, :] + cv2.imwrite(os.path.join("thumbnails", thumbnail), img) + + # further crop border on all sides by 10% + for thumbnail in [x for x in os.listdir("thumbnails") if x.endswith(".png")]: + img = cv2.imread(os.path.join("thumbnails", thumbnail)) + h, w, _ = img.shape + img = img[int(h*0.1):int(h*0.9), int(w*0.1):int(w*0.9)] + cv2.imwrite(os.path.join("thumbnails", thumbnail), img) + + +if __name__ == "__main__": + generate_thumbnails() + + From df7fa5ccced2d7e993166ff72955c7ae812e07b4 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 12:50:10 -0700 Subject: [PATCH 11/19] add description --- text_to_segment/sam_fx.py | 173 ++++++++++++++++++++++++++++++++++++-- 1 file changed, 168 insertions(+), 5 deletions(-) diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index eb43b5c..ca775b4 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -170,11 +170,46 @@ def get_mask(video: sieve.File, subject: str): return mask_video +# FOCUS EFFECT ################################################################################ + +focus_readme = """ +# Focus Effect + +## Description + +Dim the background to highlight the subject + +## Parameters + +- `video` (File): The video file to apply the effect to +- `subject` (str): The subject to apply the effect to +- `brightness` (Literal["0.25", "0.5", "0.75"], optional): The brightness of the background. Default is `"0.25"`. + +## Examples + +```python +focus = sieve.function.get("sieve-internal/sam2-focus") + +video = File(path="duckling.mp4") +subject = "duckling" + +output = focus.run(video, subject, brightness="0.5") +``` + +## How does it work? +- The video is segmented using a separate function to create a mask of the subject. +- A simple dimming function is applied to each frame, where the brightness level is specified by the user (0.25, 0.5, or 0.75). +- The apply_filter function then uses this dimming function and the mask to blend the dimmed and original frames. +- This creates a video where the subject remains bright while the background is dimmed to the specified level. + +""" + metadata = sieve.Metadata( name="Focus", description="Dim the background to highlight the subject", - image=sieve.File(path=os.path.join("thumbnails", "focus_0-5_duckling.png")) + image=sieve.File(path=os.path.join("thumbnails", "focus_0-5_duckling.png")), + readme=focus_readme ) @sieve.function( @@ -207,10 +242,54 @@ def focus( # CALLOUT EFFECTS ################################################################################ + +callout_readme = """ +# Callout Effects + +## Description + +Places a shape behind the subject to make it pop out! + +## Parameters + +- `video` (File): The video file to apply the effect to +- `subject` (str): The subject to apply the effect to +- `effect` (Literal["retro solar", "circle", "spotlight", "frame"], optional): The effect to apply. Default is `"circle"`. +- `effect_scale` (float, optional): Adjust the size of the shape, e.g. 2.0 will double the size of the effect. Default is `1.0`. + +## Examples + +```python +callout = sieve.function.get("sieve-internal/sam2-callout") + +video = File(path="duckling.mp4") +subject = "duckling" + +output = callout.run(video, subject, effect="retro solar") +``` + +## Effects + +- `"retro solar"`: A retro solar effect applied behind the subject +- `"circle"`: A circular effect applied behind the subject +- `"spotlight"`: A spotlight effect applied behind the subject +- `"frame"`: A frame effect applied behind the subject + +## How does it work? +- A pre-made image (e.g., circle, spotlight) is used as the effect mask. +- For each frame, the center of the subject is calculated applying OpenCV's moments function to the segmentation mask. +- The center position is smoothed using a simple exponential moving average to reduce jitter in the mask position +- The effect mask is then translated to this center position using a translation matrix and OpenCV's warpAffine function. +- The translated mask is combined with the subject mask and used to blend the effect into the original frame. + + +""" + metadata = sieve.Metadata( name="Callout", description="Highlight a subject in a video with a callout effect", - image=sieve.File(path=os.path.join("thumbnails", "retro_solar_duckling.png")) + image=sieve.File(path=os.path.join("thumbnails", "retro_solar_duckling.png")), + readme=callout_readme ) @sieve.function( @@ -226,7 +305,7 @@ def focus( def callout( video: sieve.File, subject: str, - effect: Literal["retro solar", "circle", "spotlight", "frame"] = "circle", + effect: Literal["retro solar", "circle", "spotlight", "frame"] = "retro solar", effect_scale: float = 1.0 ): """ @@ -270,10 +349,53 @@ def callout( # COLOR FILTERS ################################################################################ +color_filter_readme = """ +# Color Filter + +## Description + +Highlight an object in the video with a colour filter! + +## Parameters + +- `video` (File): The video file to apply the effect to +- `subject` (str): The subject to apply the effect to +- `color` (Literal["red", "green", "blue", "yellow", "orange"]): The color to apply the effect with +- `intensity` (float, optional): The intensity of the effect. Default is `0.5`. + +## Examples + +```python +color_filter = sieve.function.get("sieve-internal/sam2-color-filter") + +video = File(path="duckling.mp4") +subject = "duckling" + +output = color_filter.run(video, subject, color="red") +``` + +## Colors + +- `"red"`: Apply a red color filter +- `"green"`: Apply a green color filter +- `"blue"`: Apply a blue color filter +- `"yellow"`: Apply a yellow color filter +- `"orange"`: Apply an orange color filter + +## How does it work? +- A simple color overlay function is defined that creates a full-frame overlay of the specified color and blends it with the original image using OpenCV's addWeighted function. +- This function is applied to each frame, with the color and intensity specified by the user. +- The apply_filter function then uses the segmentation mask to apply this colored version only to the subject area of each frame. + +""" + + + metadata = sieve.Metadata( name="Color Filter", description="Apply a color filter to a video", - image=sieve.File(path=os.path.join("thumbnails", "red_duckling.png")) + image=sieve.File(path=os.path.join("thumbnails", "red_duckling.png")), + readme=color_filter_readme ) @sieve.function( @@ -331,10 +453,51 @@ def color_filter( # BLUR EFFECT ################################################################################ + +blur_readme = """ +# Blur Effect + +## Description + +Blur the background of a video + +## Parameters + +- `video` (File): The video file to apply the effect to +- `subject` (str): The subject to apply the effect to +- `blur_amount` (Literal["low", "medium", "high"]): The amount of blur to apply + +## Examples + +```python +blur = sieve.function.get("sieve-internal/sam2-blur") + +video = File(path="duckling.mp4") +subject = "duckling" + +output = blur.run(video, subject, blur_amount="high") +``` + +## Blur Amounts + +- `"low"`: Apply a low amount of blur +- `"medium"`: Apply a medium amount of blur +- `"high"`: Apply a high amount of blur + +## How does it work? +- A Gaussian blur function is defined based on the blur amount, using OpenCV's GaussianBlur function with different kernel sizes (15 for low, 25 for medium, or 35 for high blur). +- This blur is applied to the entire frame. +- The apply_filter function then uses the inverted segmentation mask to blend the blurred background with the original subject. + +""" + + + metadata = sieve.Metadata( name="Blur", description="Blur the background of a video", - image=sieve.File(path=os.path.join("thumbnails", "high_blur_duckling.png")) + image=sieve.File(path=os.path.join("thumbnails", "high_blur_duckling.png")), + readme=blur_readme ) @sieve.function( From 3078698fbf10b34ee195a820f034d068e1b205b3 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 13:05:39 -0700 Subject: [PATCH 12/19] pixelate and selective colour --- text_to_segment/sam_fx.py | 159 ++++++++++++++++++++++++++++++++++++-- 1 file changed, 153 insertions(+), 6 deletions(-) diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index ca775b4..d4f7d11 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -492,7 +492,6 @@ def color_filter( """ - metadata = sieve.Metadata( name="Blur", description="Blur the background of a video", @@ -539,6 +538,146 @@ def blur( return reencode_video(out) +# SELECTIVE COLOR EFFECT ################################################################################ + + +selective_color_readme = """ +# Selective Color Effect + +## Description + +Keep the subject in color while turning the background black and white. + +## Parameters + +- `video` (File): The video file to apply the effect to +- `subject` (str): The subject to keep in color + +## Examples + +```python +selective_color = sieve.function.get("sieve-internal/sam2-selective-color") + +video = File(path="duckling.mp4") +subject = "duckling" + +output = selective_color.run(video, subject) +``` + +## How does it work? +- The video is segmented using a separate function to create a mask of the subject. +- For each frame, two versions are created: a full-color version (the original) and a grayscale version. +- The segmentation mask is used to blend these two versions: the color version for the subject and the grayscale version for the background. +- This creates a striking contrast between the colorful subject and the monochrome background. +""" + +selective_color_metadata = sieve.Metadata( + name="Selective Color", + description="Keep the subject in color while turning the background black and white", + image=sieve.File(path=os.path.join("thumbnails", "selective_color_duckling.png")), + readme=selective_color_readme +) + +@sieve.function( + name="sam2-selective-color", + python_packages=["opencv-python"], + system_packages=[ + "ffmpeg", + "libgl1-mesa-glx", + "libglib2.0-0" + ], + metadata=selective_color_metadata +) +def selective_color( + video: sieve.File, + subject: str +): + """ + :param video: The video file to apply the effect to + :param subject: The subject to keep in color + """ + mask_video = get_mask(video, subject) + + def color_filter(frame): + gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY) + return cv2.cvtColor(gray, cv2.COLOR_GRAY2BGR) + + out = apply_filter(video, mask_video, color_filter, to_foreground=False) + return reencode_video(out) + + +# PIXELATE EFFECT ################################################################################ + +pixelate_readme = """ +# Pixelate Effect + +## Description + +Apply a pixelated look to the subject while keeping the background clear. + +## Parameters + +- `video` (File): The video file to apply the effect to +- `subject` (str): The subject to pixelate +- `pixel_size` (int, optional): The size of the pixels in the pixelation effect. Default is 20. + +## Examples + +```python +pixelate = sieve.function.get("sieve-internal/sam2-pixelate") + +video = File(path="duckling.mp4") +subject = "duckling" + +output = pixelate.run(video, subject, pixel_size=15) +``` + +## How does it work? +- The video is segmented using a separate function to create a mask of the subject. +- A pixelation function is applied to each frame, which reduces the resolution and then enlarges it back, creating a blocky look. +- The segmentation mask is used to apply this pixelated version only to the subject area of each frame. +- This creates an interesting visual where the subject appears blocky and pixelated while the background remains clear and detailed. +""" + +pixelate_metadata = sieve.Metadata( + name="Pixelate", + description="Apply a pixelated look to the subject while keeping the background clear", + image=sieve.File(path=os.path.join("thumbnails", "pixelate_25_duckling.png")), + readme=pixelate_readme +) + +@sieve.function( + name="sam2-pixelate", + python_packages=["opencv-python"], + system_packages=[ + "ffmpeg", + "libgl1-mesa-glx", + "libglib2.0-0" + ], + metadata=pixelate_metadata +) +def pixelate( + video: sieve.File, + subject: str, + pixel_size: Literal["15", "20", "25"] = "20" +): + """ + :param video: The video file to apply the effect to + :param subject: The subject to pixelate + :param pixel_size: The size of the pixels in the pixelation effect + """ + mask_video = get_mask(video, subject) + + pixel_size = int(pixel_size) + + def pixelate_filter(frame): + height, width = frame.shape[:2] + temp = cv2.resize(frame, (width // pixel_size, height // pixel_size), interpolation=cv2.INTER_LINEAR) + return cv2.resize(temp, (width, height), interpolation=cv2.INTER_NEAREST) + + out = apply_filter(video, mask_video, pixelate_filter, to_foreground=True) + return reencode_video(out) + def run_all(video_path, subject): config.CACHE = True @@ -574,7 +713,6 @@ def run_all(video_path, subject): output = color_filter(video, subject, color) shutil.move(output.path, out_path) - # Blur for blur_amount in ["low", "medium", "high"]: out_path = os.path.join("outputs", f"{blur_amount}_blur_{video_path}") @@ -584,17 +722,26 @@ def run_all(video_path, subject): output = blur(video, subject, blur_amount) shutil.move(output.path, out_path) + # Selective Color + out_path = os.path.join("outputs", f"selective_color_{video_path}") + if not os.path.exists(out_path): + output = selective_color(video, subject) + shutil.move(output.path, out_path) + + # Pixelate + for pixel_size in [15, 20, 25, 50]: + out_path = os.path.join("outputs", f"pixelate_{pixel_size}_{video_path}") + if os.path.exists(out_path): + continue + output = pixelate(video, subject, pixel_size) + shutil.move(output.path, out_path) if __name__ == "__main__": video_path = "duckling.mp4" subject = "duckling" - effect = "blur" video = sieve.File(path=video_path) - # output = add_effect(video, subject, effect) - # shutil.move(output.path, os.path.join("outputs", f"{effect}_{video_path}")) - run_all(video_path, subject) From adf94a8b4df3cfe98aa002d0ae8fd69135adea85 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 13:28:45 -0700 Subject: [PATCH 13/19] threading --- text_to_segment/sam_fx.py | 64 ++++++++++++++++++++------------------- 1 file changed, 33 insertions(+), 31 deletions(-) diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index d4f7d11..d49404c 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -13,6 +13,7 @@ from utils import get_first_frame, resize_and_crop, resize_with_padding import config +from concurrent.futures import ThreadPoolExecutor, as_completed def reencode_video(video: sieve.File): @@ -108,6 +109,23 @@ def dim_brightness(image: np.array, brightness=0.5): return dimmed.astype(np.uint8) +def process_frame(frame_video, frame_mask, filter_fn, to_foreground): + if len(frame_mask.shape) == 3: + frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) + + frame_mask = cv2.GaussianBlur(frame_mask, (15, 15), 0) + frame_mask = frame_mask.astype(float) / 255.0 + + if not to_foreground: + frame_mask = 1 - frame_mask + + frame_filtered = filter_fn(frame_video) + + frame_mask = np.repeat(frame_mask[:, :, np.newaxis], 3, axis=2) + blended = frame_filtered * frame_mask + frame_video * (1 - frame_mask) + + return blended.astype(np.uint8) + def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, to_foreground=True): video_reader = cv2.VideoCapture(video.path) mask_reader = cv2.VideoCapture(mask_video.path) @@ -120,34 +138,23 @@ def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, fourcc = cv2.VideoWriter_fourcc(*'mp4v') output_writer = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) - while True: - ret_video, frame_video = video_reader.read() - ret_mask, frame_mask = mask_reader.read() + def read_frames(): + while True: + ret_video, frame_video = video_reader.read() + ret_mask, frame_mask = mask_reader.read() + if not ret_video or not ret_mask: + break + yield frame_video, frame_mask - if not ret_video or not ret_mask: - break - - if len(frame_mask.shape) == 3: - frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) - - # Apply Gaussian blur to the mask - frame_mask = cv2.GaussianBlur(frame_mask, (15, 15), 0) - - # Normalize mask to range 0-1 - frame_mask = frame_mask.astype(float) / 255.0 - - if not to_foreground: - frame_mask = 1 - frame_mask - - # Apply filter to the entire frame - frame_filtered = filter_fn(frame_video) - - # Blend the filtered and original frames using the mask - frame_mask = np.repeat(frame_mask[:, :, np.newaxis], 3, axis=2) - blended = frame_filtered * frame_mask + frame_video * (1 - frame_mask) - - output_writer.write(blended.astype(np.uint8)) + with ThreadPoolExecutor() as executor: + futures = [] + for frame_video, frame_mask in read_frames(): + future = executor.submit(process_frame, frame_video, frame_mask, filter_fn, to_foreground) + futures.append(future) + for future in futures: + blended_frame = future.result() + output_writer.write(blended_frame) video_reader.release() mask_reader.release() @@ -155,7 +162,6 @@ def apply_filter(video: sieve.File, mask_video: sieve.File, filter_fn: callable, return sieve.File(path=output_path) - def get_mask(video: sieve.File, subject: str): if config.CACHE and os.path.exists("mask.mp4"): @@ -318,25 +324,21 @@ def callout( mask_video = get_mask(video, subject) if effect == "retro solar": - print("applying retro solar effect...") effect_mask = sieve.File(path="assets/rays.jpg") out = apply_shape_effect(video, mask_video, effect_mask, effect_scale) elif effect == "circle": - print("applying circle effect...") effect_mask = sieve.File(path="assets/circle.jpg") out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.2*effect_scale) elif effect == "spotlight": - print("applying splotlight effect...") effect_mask = sieve.File(path="assets/spot.jpg") out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15*effect_scale) elif effect == "frame": - print("applying frame effect...") effect_mask = sieve.File(path="assets/square.jpg") out = apply_shape_effect(video, mask_video, effect_mask, mask_scale=0.15*effect_scale) From f01f50aa346e45b876ed54dd6ddfb0f36b6568ea Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 13:35:17 -0700 Subject: [PATCH 14/19] move script --- text_to_segment/{scripts.py => scripts/make_thumbnails.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename text_to_segment/{scripts.py => scripts/make_thumbnails.py} (100%) diff --git a/text_to_segment/scripts.py b/text_to_segment/scripts/make_thumbnails.py similarity index 100% rename from text_to_segment/scripts.py rename to text_to_segment/scripts/make_thumbnails.py From b0de7f8d71918f17b9d15da1dfe3d4a6b7028aaf Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 14:01:16 -0700 Subject: [PATCH 15/19] script to run examples --- text_to_segment/DEV_README.md | 4 +++- text_to_segment/sam_fx.py | 4 ++-- text_to_segment/scripts/run_examples.py | 28 +++++++++++++++++++++++++ 3 files changed, 33 insertions(+), 3 deletions(-) create mode 100644 text_to_segment/scripts/run_examples.py diff --git a/text_to_segment/DEV_README.md b/text_to_segment/DEV_README.md index 691f008..f20cd18 100644 --- a/text_to_segment/DEV_README.md +++ b/text_to_segment/DEV_README.md @@ -1,3 +1,5 @@ ## Deploying -Run `python scripts.py` once before using `sieve.deploy` so that the thumbnails exist. +Run `python scripts/make_thumbnails.py` once before using `sieve.deploy` so that the thumbnails exist. + +Run `python scripts/run_examples.py` to launch examples. It prints a link to each job. diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index d49404c..cbb6cfa 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -413,7 +413,7 @@ def callout( def color_filter( video: sieve.File, subject: str, - color: Literal["red", "green", "blue", "yellow", "orange"], + color: Literal["red", "green", "blue", "yellow", "orange"] = "red", intensity: float = 0.5 ): """ @@ -514,7 +514,7 @@ def color_filter( def blur( video: sieve.File, subject: str, - blur_amount: Literal["low", "medium", "high"] + blur_amount: Literal["low", "medium", "high"] = "medium" ): """ :param video: The video file to apply the effect to diff --git a/text_to_segment/scripts/run_examples.py b/text_to_segment/scripts/run_examples.py new file mode 100644 index 0000000..61be4ea --- /dev/null +++ b/text_to_segment/scripts/run_examples.py @@ -0,0 +1,28 @@ +import sieve + +def run_examples(): + + functions = [ + "sam2-focus", + "sam2-callout", + "sam2-color-filter", + "sam2-blur", + "sam2-selective-color", + "sam2-pixelate", + ] + + video = sieve.File(path="duckling.mp4") + subject = "duckling" + + jobs = [] + for function in functions: + fn = sieve.function.get("sieve-internal/" + function) + jobs.append(fn.push(video=video, subject=subject)) + + print(f"https://www.sievedata.com/jobs/{jobs[-1].job['id']}") + + + exit() + +if __name__ == "__main__": + run_examples() From 9e8f2cd359139ea7bae29a86661f78d50fdd1386 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 14:11:39 -0700 Subject: [PATCH 16/19] refactor sam_fx.py --- text_to_segment/sam_fx.py | 161 ++++++++++++++++++-------------------- 1 file changed, 78 insertions(+), 83 deletions(-) diff --git a/text_to_segment/sam_fx.py b/text_to_segment/sam_fx.py index cbb6cfa..5c7c8d9 100644 --- a/text_to_segment/sam_fx.py +++ b/text_to_segment/sam_fx.py @@ -26,89 +26,6 @@ def reencode_video(video: sieve.File): return sieve.File(path=video_path) - -def apply_shape_effect(video: sieve.File, mask_video: sieve.File, effect_mask: sieve.File, mask_scale=1.): - - video_reader = cv2.VideoCapture(video.path) - mask_reader = cv2.VideoCapture(mask_video.path) - - frame_width = int(video_reader.get(cv2.CAP_PROP_FRAME_WIDTH)) - frame_height = int(video_reader.get(cv2.CAP_PROP_FRAME_HEIGHT)) - fps = video_reader.get(cv2.CAP_PROP_FPS) - - output_path = "output.mp4" - fourcc = cv2.VideoWriter_fourcc(*'mp4v') - output_writer = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) - - effect_mask_arr = cv2.imread(effect_mask.path) - if len(effect_mask_arr.shape) == 3: - effect_mask_arr = cv2.cvtColor(effect_mask_arr, cv2.COLOR_BGR2GRAY) - - effect_mask_arr = resize_with_padding(effect_mask_arr, mask_scale) - - size = 2 * max(frame_width, frame_height) - effect_mask_arr = resize_and_crop(effect_mask_arr, size, size) - _, effect_mask_arr = cv2.threshold(effect_mask_arr, 127, 255, cv2.THRESH_BINARY) - - prev_current_center = None - - while True: - ret_video, frame_video = video_reader.read() - ret_mask, frame_mask = mask_reader.read() - - if not ret_video or not ret_mask: - break - - if len(frame_mask.shape) == 3: - frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) - - M = cv2.moments(frame_mask, binaryImage=True) - current_center = (int(M['m10'] / M['m00']), int(M['m01'] / M['m00'])) - - if prev_current_center is None: - prev_current_center = current_center - - beta = 0.2 - current_center = (int((1.-beta)*prev_current_center[0] + beta*current_center[0]), int(0.8*prev_current_center[1] + 0.2*current_center[1])) - prev_current_center = current_center - - translation = (current_center[0] - size//2, current_center[1] - size//2) - translation_matrix = np.float32([[1, 0, translation[0]], [0, 1, translation[1]]]) - translated_mask = cv2.warpAffine(effect_mask_arr, translation_matrix, (frame_mask.shape[1], frame_mask.shape[0])) - - combined_mask = cv2.bitwise_or(frame_mask, translated_mask) - mask = combined_mask.astype(np.float32) / 255.0 - mask = np.expand_dims(mask, axis=2) - - new_frame = frame_video * mask + (1 - mask) * 255. - - output_writer.write(new_frame.astype(np.uint8)) - - video_reader.release() - mask_reader.release() - output_writer.release() - - return sieve.File(path=output_path) - - -def apply_color_filter(image: np.array, color: tuple, intensity: float = 0.5): - # Ensure the color is in BGR format for OpenCV - b, g, r = color - - # Create a color overlay - overlay = np.full(image.shape, (b, g, r), dtype=np.uint8) - - # Blend the original image with the color overlay - filtered = cv2.addWeighted(image, 1 - intensity, overlay, intensity, 0) - - return filtered - - -def dim_brightness(image: np.array, brightness=0.5): - dimmed = image.astype(np.float32) * brightness - return dimmed.astype(np.uint8) - - def process_frame(frame_video, frame_mask, filter_fn, to_foreground): if len(frame_mask.shape) == 3: frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) @@ -210,6 +127,9 @@ def get_mask(video: sieve.File, subject: str): """ +def dim_brightness(image: np.array, brightness=0.5): + dimmed = image.astype(np.float32) * brightness + return dimmed.astype(np.uint8) metadata = sieve.Metadata( name="Focus", @@ -291,6 +211,70 @@ def focus( """ +def apply_shape_effect(video: sieve.File, mask_video: sieve.File, effect_mask: sieve.File, mask_scale=1.): + + video_reader = cv2.VideoCapture(video.path) + mask_reader = cv2.VideoCapture(mask_video.path) + + frame_width = int(video_reader.get(cv2.CAP_PROP_FRAME_WIDTH)) + frame_height = int(video_reader.get(cv2.CAP_PROP_FRAME_HEIGHT)) + fps = video_reader.get(cv2.CAP_PROP_FPS) + + output_path = "output.mp4" + fourcc = cv2.VideoWriter_fourcc(*'mp4v') + output_writer = cv2.VideoWriter(output_path, fourcc, fps, (frame_width, frame_height)) + + effect_mask_arr = cv2.imread(effect_mask.path) + if len(effect_mask_arr.shape) == 3: + effect_mask_arr = cv2.cvtColor(effect_mask_arr, cv2.COLOR_BGR2GRAY) + + effect_mask_arr = resize_with_padding(effect_mask_arr, mask_scale) + + size = 2 * max(frame_width, frame_height) + effect_mask_arr = resize_and_crop(effect_mask_arr, size, size) + _, effect_mask_arr = cv2.threshold(effect_mask_arr, 127, 255, cv2.THRESH_BINARY) + + prev_current_center = None + + while True: + ret_video, frame_video = video_reader.read() + ret_mask, frame_mask = mask_reader.read() + + if not ret_video or not ret_mask: + break + + if len(frame_mask.shape) == 3: + frame_mask = cv2.cvtColor(frame_mask, cv2.COLOR_BGR2GRAY) + + M = cv2.moments(frame_mask, binaryImage=True) + current_center = (int(M['m10'] / M['m00']), int(M['m01'] / M['m00'])) + + if prev_current_center is None: + prev_current_center = current_center + + beta = 0.2 + current_center = (int((1.-beta)*prev_current_center[0] + beta*current_center[0]), int(0.8*prev_current_center[1] + 0.2*current_center[1])) + prev_current_center = current_center + + translation = (current_center[0] - size//2, current_center[1] - size//2) + translation_matrix = np.float32([[1, 0, translation[0]], [0, 1, translation[1]]]) + translated_mask = cv2.warpAffine(effect_mask_arr, translation_matrix, (frame_mask.shape[1], frame_mask.shape[0])) + + combined_mask = cv2.bitwise_or(frame_mask, translated_mask) + mask = combined_mask.astype(np.float32) / 255.0 + mask = np.expand_dims(mask, axis=2) + + new_frame = frame_video * mask + (1 - mask) * 255. + + output_writer.write(new_frame.astype(np.uint8)) + + video_reader.release() + mask_reader.release() + output_writer.release() + + return sieve.File(path=output_path) + + metadata = sieve.Metadata( name="Callout", description="Highlight a subject in a video with a callout effect", @@ -391,6 +375,17 @@ def callout( """ +def apply_color_filter(image: np.array, color: tuple, intensity: float = 0.5): + # Ensure the color is in BGR format for OpenCV + b, g, r = color + + # Create a color overlay + overlay = np.full(image.shape, (b, g, r), dtype=np.uint8) + + # Blend the original image with the color overlay + filtered = cv2.addWeighted(image, 1 - intensity, overlay, intensity, 0) + + return filtered metadata = sieve.Metadata( From 34553d6182195846b4482ed2098f3e19ae816750 Mon Sep 17 00:00:00 2001 From: lachlan Date: Mon, 9 Sep 2024 14:18:24 -0700 Subject: [PATCH 17/19] refactor --- text_to_segment/duck_circle.jpg | Bin 36339 -> 0 bytes text_to_segment/duck_silhouette.png | Bin 51118 -> 0 bytes text_to_segment/galaxy.jpg | Bin 156370 -> 0 bytes text_to_segment/greenscreen.py | 55 --------------------- text_to_segment/scripts/make_thumbnails.py | 2 +- text_to_segment/scripts/run_examples.py | 2 +- text_to_segment/text_to_segment.py | 4 +- 7 files changed, 4 insertions(+), 59 deletions(-) delete mode 100644 text_to_segment/duck_circle.jpg delete mode 100644 text_to_segment/duck_silhouette.png delete mode 100644 text_to_segment/galaxy.jpg delete mode 100644 text_to_segment/greenscreen.py diff --git a/text_to_segment/duck_circle.jpg b/text_to_segment/duck_circle.jpg 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zuYNGf*0G9FQGvh%$?xy?$vOU~U_ONG0RGX47R&ih$!Yx`%zkrpp1%FQp5Lct%I5z7 zRo}&Cd-m^u@G^VmNN1pEcJa;+7C(Fglbw!(qJvkY>yM~S?WO6>JSTA*TuTz)9r$MN z?~^KV@Z&#Fa?e%J}%WPTih+W;m2a(iI& zg&>|V9D@P#g(@4sYXzJbg$_b&S@V zJO2QR Date: Mon, 9 Sep 2024 14:22:56 -0700 Subject: [PATCH 18/19] link applications --- text_to_segment/README.md | 9 +++++++++ 1 file changed, 9 insertions(+) diff --git a/text_to_segment/README.md b/text_to_segment/README.md index 88469e4..41b0753 100644 --- a/text_to_segment/README.md +++ b/text_to_segment/README.md @@ -2,6 +2,15 @@ # SAM2 text-to-segment Simple demo app to enable text prompts for SAM2. +Have a look at these sieve functions to see how we use this building block! +- [focus effect](https://www.sievedata.com/functions/sieve-internal/sam2-focus) +- [callout effect](https://www.sievedata.com/functions/sieve-internal/sam2-callout) +- [color filter](https://www.sievedata.com/functions/sieve-internal/sam2-color-filter) +- [background blur](https://www.sievedata.com/functions/sieve-internal/sam2-blur) +- [selective color](https://www.sievedata.com/functions/sieve-internal/sam2-selective-color) +- [censorship](https://www.sievedata.com/functions/sieve-internal/sam2-pixelate) + + ## Usage Upload a video or a photo and name the object you want to track. 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