import os import json import argparse def main(): parser = argparse.ArgumentParser( description="Generate metadata.jsonl for DayRainDrop dataset" ) parser.add_argument( "--root_dir", default="DayRainDrop_Train", help="Root directory of the dataset" ) parser.add_argument( "--blur_dir_name", default="Blur", help="Name of the blur directory" ) parser.add_argument( "--clear_dir_name", default="Clear", help="Name of the clear directory" ) parser.add_argument( "--drop_dir_name", default="Drop", help="Name of the drop directory" ) parser.add_argument( "--output_path", default="output/metadata.jsonl", help="Output path for metadata.jsonl", ) args = parser.parse_args() root_dir = args.root_dir blur_dir = os.path.join(root_dir, args.blur_dir_name) clear_dir = os.path.join(root_dir, args.clear_dir_name) drop_dir = os.path.join(root_dir, args.drop_dir_name) output_path = args.output_path # Ensure output directory exists os.makedirs(os.path.dirname(output_path), exist_ok=True) # Get absolute path of output directory for relative paths output_dir = os.path.dirname(os.path.abspath(output_path)) with open(output_path, "w") as f: # Iterate over subdirectories in drop_dir for subdir in sorted(os.listdir(drop_dir)): blur_sub = os.path.join(blur_dir, subdir) clear_sub = os.path.join(clear_dir, subdir) drop_sub = os.path.join(drop_dir, subdir) if not os.path.isdir(drop_sub): continue # Get PNG files in drop_sub drop_files = sorted( [f for f in os.listdir(drop_sub) if f.lower().endswith(".png")] ) # Use drop_files as the base for fname in drop_files: drop_path = os.path.join(drop_sub, fname) blur_path = ( os.path.join(blur_sub, fname) if os.path.exists(os.path.join(blur_sub, fname)) else None ) clear_path = ( os.path.join(clear_sub, fname) if os.path.exists(os.path.join(clear_sub, fname)) else None ) # Compute relative paths from output directory rel_drop = os.path.relpath(drop_path, output_dir) rel_blur = os.path.relpath(blur_path, output_dir) if blur_path else None rel_clear = ( os.path.relpath(clear_path, output_dir) if clear_path else None ) entry = {} if rel_drop: entry["drop_file_name"] = rel_drop else: entry["drop_file_name"] = None if rel_blur: entry["blur_file_name"] = rel_blur else: entry["blur_file_name"] = None if rel_clear: entry["clear_file_name"] = rel_clear else: entry["clear_file_name"] = None f.write(json.dumps(entry) + "\n") if __name__ == "__main__": main()