cailean
2 months ago
3 changed files with 88 additions and 2 deletions
@ -1,2 +1,3 @@ |
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/images/ |
/images/ |
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/videos/ |
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embeddings.json |
embeddings.json |
@ -0,0 +1,82 @@ |
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import os |
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import subprocess |
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import re |
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def get_frame_rate(video_path): |
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""" |
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Get the frame rate of a video file using ffmpeg. |
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""" |
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command = [ |
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'ffmpeg', |
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'-i', video_path, |
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'-vcodec', 'png', |
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'-f', 'null', |
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'-' |
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] |
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result = subprocess.run(command, stderr=subprocess.PIPE, text=True) |
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output = result.stderr |
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match = re.search(r'(\d+(\.\d+)?) fps', output) |
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if match: |
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return float(match.group(1)) |
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else: |
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raise ValueError("Frame rate not found in video information.") |
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def extract_frames_from_video(video_path, output_folder): |
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""" |
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Extract frames from a video file at 1 fps. |
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""" |
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os.makedirs(output_folder, exist_ok=True) |
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command = [ |
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'ffmpeg', |
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'-i', video_path, # Input file |
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'-vf', 'fps=1', # Extract 1 frame per second |
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'-vsync', 'vfr', # Variable frame rate |
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os.path.join(output_folder, 'frame_%04d.png') # Output pattern |
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] |
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subprocess.run(command, check=True) |
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def rename_frames(output_folder, frame_rate): |
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""" |
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Rename the extracted frames to match their original frame numbers. |
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""" |
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frame_files = sorted(f for f in os.listdir(output_folder) if f.startswith('frame_') and f.endswith('.png')) |
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for i, filename in enumerate(frame_files): |
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# Calculate the original frame number |
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original_frame_number = int(i * frame_rate) |
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# Create the new filename with the original frame number |
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new_filename = f"frame_{original_frame_number:05d}.png" |
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os.rename( |
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os.path.join(output_folder, filename), |
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os.path.join(output_folder, new_filename) |
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) |
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def process_videos_in_folder(folder_path): |
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""" |
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Process all video files in the specified folder and extract frames from each video. |
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""" |
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for filename in os.listdir(folder_path): |
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if filename.lower().endswith(('.mp4', '.avi', '.mov', '.mkv', '.flv')): |
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video_path = os.path.join(folder_path, filename) |
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output_folder = os.path.join(folder_path, os.path.splitext(filename)[0]) # Create a folder for each video |
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print(f'Processing video: {video_path}') |
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try: |
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frame_rate = get_frame_rate(video_path) |
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print(f'Original frame rate: {frame_rate} fps') |
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extract_frames_from_video(video_path, output_folder) |
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rename_frames(output_folder, frame_rate) |
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print(f'Frames saved and renamed to: {output_folder}') |
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except ValueError as e: |
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print(f'Error processing video {video_path}: {e}') |
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if __name__ == "__main__": |
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# Path to the folder containing videos |
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folder_path = 'videos' |
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process_videos_in_folder(folder_path) |
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