import os import glob import shutil def rearrange_dir_structure(dataset_path, traintest='train'): '''move files to follow the directory structure as REDS Original GoPro dataset is organized as GoPro/train/GOPR0854_11_00-000022.png We move files and organize them as GoPro/train_GT/GOPR0854_11_00/000022.jpg (similar to REDS). :param dataset_path: dataset path :return: None ''' os.makedirs(os.path.join(dataset_path, f'{traintest}_GT'), exist_ok=True) os.makedirs(os.path.join(dataset_path, f'{traintest}_GT_blurred'), exist_ok=True) file_list = sorted(glob.glob(os.path.join(f'{dataset_path}/{traintest}', '*'))) for path in file_list: name = os.path.basename(path) print(name) shutil.move(os.path.join(path, 'sharp'), os.path.join(f'{dataset_path}/{traintest}_GT', name)) shutil.move(os.path.join(path, 'blur'), os.path.join(f'{dataset_path}/{traintest}_GT_blurred', name)) shutil.rmtree(os.path.join(dataset_path, traintest)) def generate_meta_info_txt(data_path, meta_info_path): '''generate meta_info_GoPro_GT.txt for GoPro :param data_path: dataset path. :return: None ''' f= open(meta_info_path, "w+") file_list = sorted(glob.glob(os.path.join(data_path, 'train_GT/*'))) total_frames = 0 for path in file_list: name = os.path.basename(path) frames = sorted(glob.glob(os.path.join(path, '*'))) start_frame = os.path.basename(frames[0]).split('.')[0] print(name, len(frames), start_frame) total_frames += len(frames) f.write(f"{name} {len(frames)} (720,1280,3) {start_frame}\r\n") assert total_frames == 2103, f'GoPro training set should have 2103 images, but got {total_frames} images' if __name__ == '__main__': dataset_path = 'trainsets/GoPro' rearrange_dir_structure(dataset_path, 'train') rearrange_dir_structure(dataset_path, 'test') generate_meta_info_txt(dataset_path, 'data/meta_info/meta_info_GoPro_GT.txt')