import argparse import os import subprocess from pathlib import Path def extract_first_n_frames(input_root, output_root, num_frames=81): input_path = Path(input_root) output_path = Path(output_root) for subfolder in input_path.iterdir(): if not subfolder.is_dir(): continue print(f"Processing folder: {subfolder.name}") output_subfolder = output_path / subfolder.name output_subfolder.mkdir(parents=True, exist_ok=True) video_files = list(subfolder.glob("*.mp4")) for i, video_file in enumerate(video_files, 1): original_name = video_file.stem if "_ori" in original_name: new_name = original_name.rsplit("_ori", 1)[0] + f"_ori{num_frames}.mp4" else: new_name = video_file.name output_file = output_subfolder / new_name if os.path.exists(output_file): print(f"Skipping existing file: {output_file}") continue cmd = [ "ffmpeg", "-i", str(video_file), "-vframes", str(num_frames), # Extract only first N frames "-map", "0", # Copy all streams (video + audio) "-c", "copy", # Try direct copy (fastest, preserves all parameters) "-y", str(output_file), ] try: result = subprocess.run(cmd, capture_output=True) if result.returncode != 0: print(f" Direct copy failed for {video_file.name}, re-encoding...") cmd = [ "ffmpeg", "-i", str(video_file), "-vframes", str(num_frames), "-c:v", "libx264", # Re-encode video "-qp", "0", # Lossless quality "-c:a", "copy", # Copy audio directly "-map", "0", # Copy all streams "-y", str(output_file), ] subprocess.run(cmd, check=True, capture_output=True) print(f" [{i}/{len(video_files)}] {video_file.name} -> {new_name}") except subprocess.CalledProcessError as e: print(f" Error processing {video_file.name}: {e}") continue if __name__ == "__main__": parser = argparse.ArgumentParser(description="Extract first N frames from videos") parser.add_argument( "--input", type=str, default="long", help="Input root directory (default: current directory)", ) parser.add_argument( "--output", type=str, default="short/0_from_long", help="Output root directory (default: ./output_frames)", ) parser.add_argument("--frames", type=int, default=81, help="Number of frames to extract (default: 81)") args = parser.parse_args() extract_first_n_frames(args.input, args.output, args.frames) print("\nDone!")