#!/usr/bin/env python3 """Extract all or part of WildShadow-Video into paired frame directories.""" from __future__ import annotations import argparse import csv import subprocess from concurrent.futures import ThreadPoolExecutor, as_completed from pathlib import Path def extract(video: Path, destination: Path) -> None: destination.mkdir(parents=True, exist_ok=True) subprocess.run([ "ffmpeg", "-hide_banner", "-loglevel", "error", "-y", "-i", str(video), "-vsync", "0", "-start_number", "0", str(destination / "rgb_%06d.png"), ], check=True) def extract_row(root: Path, output: Path, row: dict[str, str]) -> None: destination = output / row["split"] / row["dataset"] / row["clip_id"] extract(root / row["shadow_video"], destination / "origin") extract(root / row["shadow_free_video"], destination / "shadow_free") def main() -> None: parser = argparse.ArgumentParser(description=__doc__) parser.add_argument("--root", type=Path, default=Path(__file__).resolve().parents[1]) parser.add_argument("--output", required=True, type=Path) parser.add_argument("--split", choices=("train", "test")) parser.add_argument("--dataset", choices=("3dfront", "icity", "infinigen", "hssd")) parser.add_argument("--workers", type=int, default=8) args = parser.parse_args() with (args.root / "manifests" / "clips.csv").open(newline="", encoding="utf-8") as handle: rows = list(csv.DictReader(handle)) if args.split: rows = [row for row in rows if row["split"] == args.split] if args.dataset: rows = [row for row in rows if row["dataset"] == args.dataset] with ThreadPoolExecutor(max_workers=args.workers) as pool: futures = [pool.submit(extract_row, args.root, args.output, row) for row in rows] for index, future in enumerate(as_completed(futures), 1): future.result() if index % 50 == 0 or index == len(futures): print(f"Extracted {index}/{len(futures)} clips", flush=True) if __name__ == "__main__": main()