scenedetect

import os from scenedetect import VideoManager from scenedetect import SceneManager from scenedetect.detectors import ContentDetector from scenedetect.stats_manager import StatsManager from scenedetect.scene_manager import save_csv # IMPORTANT: Replace 'path/to/your/video.mp4' with an actual video file. # For local testing without providing a video, this will create a dummy file, # but actual scene detection requires a valid video. VIDEO_PATH = os.environ.get('SCENEDETECT_TEST_VIDEO', 'dummy_video.mp4') OUTPUT_DIR = '.' # Current directory for output CSV # Create a dummy file if the video path doesn't exist, to make code runnable # without a real video for initial syntax checks. # A real video is required for meaningful scene detection. if not os.path.exists(VIDEO_PATH) or not os.path.getsize(VIDEO_PATH) > 0: print(f"Warning: Video file '{VIDEO_PATH}' not found or empty. Creating a dummy file.") print("For actual scene detection, set SCENEDETECT_TEST_VIDEO or provide a real video.") with open(VIDEO_PATH, 'w') as f: f.write("This is a dummy file. Replace with a real video for scene detection.") video_manager = VideoManager([VIDEO_PATH]) stats_manager = StatsManager() scene_manager = SceneManager(stats_manager) # Add ContentDetector (default detector) scene_manager.add_detector(ContentDetector()) try: # Set downscale factor for faster processing (e.g., 1/2 resolution) video_manager.set_downscale_factor() # Start video processing (loads frames or prepares for frame-by-frame) video_manager.start() # Perform scene detection scene_manager.detect_scenes(frame_source=video_manager) # Obtain list of scenes scene_list = scene_manager.get_scene_list() print(f'Detected {len(scene_list)} scenes.') # Example: Save detected scenes to a CSV file output_csv_path = os.path.join(OUTPUT_DIR, 'scenes.csv') save_csv(output_csv_path, scene_list, output_dir=OUTPUT_DIR) # output_dir argument added for clarity print(f'Scene list saved to {output_csv_path}') except Exception as e: print(f"An error occurred during scene detection: {e}") finally: video_manager.release()