| import os | |
| import argparse | |
| import shutil | |
| from safe_executor import SafeExecutor | |
| import utils | |
| script_dir = os.path.dirname(__file__) | |
| dataset_dir = os.path.join(script_dir, "dataset") | |
| annotations_dir = os.path.join(dataset_dir, "annotations") | |
| def main(): | |
| parser = argparse.ArgumentParser() | |
| supported_resolutions = utils.get_supported_resolutions() | |
| str_supported_resolutions = ', '.join(supported_resolutions) | |
| parser.add_argument('--from_res', type=str, help=f'Choose available dataset: {str_supported_resolutions}', required=True) | |
| args = parser.parse_args() | |
| if args.from_res not in supported_resolutions: | |
| print(f"Unsupported resolution. Supported resolutions are: {str_supported_resolutions}") | |
| exit(1) | |
| paths_to_cleanup = [dataset_dir, annotations_dir, os.path.join(dataset_dir, f'{args.from_res}_images')] | |
| with SafeExecutor(paths_to_cleanup): | |
| if os.path.exists(dataset_dir): | |
| print("Dataset folder already created") | |
| else: | |
| utils.check_and_create_dir(dataset_dir) | |
| if os.path.exists(annotations_dir): | |
| print("Annotations folder already extracted") | |
| else: | |
| utils.check_and_create_dir(annotations_dir) | |
| utils.extract_tar_file(os.path.join(script_dir, 'annotations.tar.gz'), annotations_dir) | |
| selected_res_dir = os.path.join(dataset_dir, f'{args.from_res}_images') | |
| if os.path.exists(selected_res_dir): | |
| print("Selected resolution already exists") | |
| else: | |
| utils.check_and_create_dir(selected_res_dir) | |
| utils.extract_tar_file(os.path.join(script_dir, f'{args.from_res}_images.tar.gz'), dataset_dir) | |
| if __name__ == "__main__": | |
| main() | |