Snis-896.mp4 -

metadata = extract_metadata("SNIS-896.mp4") print(metadata) For a basic content analysis, let's consider extracting a feature like the average color of the video:

def generate_video_features(video_path): # Call functions from above or integrate the code here metadata = extract_metadata(video_path) content_features = analyze_video_content(video_path) # Combine and return return {**metadata, **content_features} SNIS-896.mp4

def analyze_video_content(video_path): cap = cv2.VideoCapture(video_path) if not cap.isOpened(): return frame_count = 0 sum_b = 0 sum_g = 0 sum_r = 0 metadata = extract_metadata("SNIS-896

return { 'avg_color': (avg_r, avg_g, avg_b) } SNIS-896.mp4