| ## Restormer: Efficient Transformer for High-Resolution Image Restoration | |
| ## Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, and Ming-Hsuan Yang | |
| ## https://arxiv.org/abs/2111.09881 | |
| ## Download training and testing data for image deraining task | |
| import os | |
| # import gdown | |
| import shutil | |
| import argparse | |
| parser = argparse.ArgumentParser() | |
| parser.add_argument('--data', type=str, required=True, help='train, test or train-test') | |
| args = parser.parse_args() | |
| ### Google drive IDs ###### | |
| rain13k_train = '14BidJeG4nSNuFNFDf99K-7eErCq4i47t' ## https://drive.google.com/file/d/14BidJeG4nSNuFNFDf99K-7eErCq4i47t/view?usp=sharing | |
| rain13k_test = '1P_-RAvltEoEhfT-9GrWRdpEi6NSswTs8' ## https://drive.google.com/file/d/1P_-RAvltEoEhfT-9GrWRdpEi6NSswTs8/view?usp=sharing | |
| for data in args.data.split('-'): | |
| if data == 'train': | |
| print('Rain13K Training Data!') | |
| # gdown.download(id=rain13k_train, output='Datasets/train.zip', quiet=False) | |
| os.system(f'gdrive download {rain13k_train} --path Datasets/') | |
| print('Extracting Rain13K data...') | |
| shutil.unpack_archive('Datasets/train.zip', 'Datasets') | |
| os.remove('Datasets/train.zip') | |
| if data == 'test': | |
| print('Download Deraining Testing Data') | |
| # gdown.download(id=rain13k_test, output='Datasets/test.zip', quiet=False) | |
| os.system(f'gdrive download {rain13k_test} --path Datasets/') | |
| print('Extracting test data...') | |
| shutil.unpack_archive('Datasets/test.zip', 'Datasets') | |
| os.remove('Datasets/test.zip') | |
| # print('Download completed successfully!') | |