import os import zipfile import re def extract_and_rename(zip_path, output_folder): if not os.path.exists(output_folder): os.makedirs(output_folder) with zipfile.ZipFile(zip_path, 'r') as zip_ref: for file in zip_ref.namelist(): match = re.search(r'images/with_ground_truth/(.+)/(HighQualityRender\d{4}\.png)', file) if match: scene_lights_movements = match.group(1).replace('/', '_').replace(' ', '_') png_filename = match.group(2) new_filename = f"{scene_lights_movements}_{png_filename[-8:]}" # Extract and rename the file extracted_path = os.path.join(output_folder, new_filename) with zip_ref.open(file) as src, open(extracted_path, 'wb') as dst: dst.write(src.read()) # Create corresponding .txt file txt_filename = os.path.splitext(new_filename)[0] + ".txt" txt_path = os.path.join(output_folder, txt_filename) keywords = scene_lights_movements.replace("_", ",") with open(txt_path, 'w') as txt_file: txt_file.write(f"realistic fur, {keywords}") print(f"Extracted: {new_filename}, Created: {txt_filename}") # Example usage zip_file_path = "synthetic_fur_images.zip" # Update with actual zip file path output_directory = "synthetic_fur_groundtruth" # Update with desired output folder extract_and_rename(zip_file_path, output_directory)