generate_meta_info_pairdata.py 1.9 KB

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  1. import argparse
  2. import glob
  3. import os
  4. def main(args):
  5. txt_file = open(args.meta_info, 'w')
  6. img_paths_gt = sorted(glob.glob(os.path.join(args.input[0], '*')))
  7. img_paths_lq = sorted(glob.glob(os.path.join(args.input[1], '*')))
  8. assert len(img_paths_gt) == len(img_paths_lq), ('GT folder and LQ folder should have the same length, but got '
  9. f'{len(img_paths_gt)} and {len(img_paths_lq)}.')
  10. for img_path_gt, img_path_lq in zip(img_paths_gt, img_paths_lq):
  11. img_name_gt = os.path.relpath(img_path_gt, args.root[0])
  12. img_name_lq = os.path.relpath(img_path_lq, args.root[1])
  13. print(f'{img_name_gt}, {img_name_lq}')
  14. txt_file.write(f'{img_name_gt}, {img_name_lq}\n')
  15. if __name__ == '__main__':
  16. """Generate meta info (txt file) for paired images.
  17. """
  18. parser = argparse.ArgumentParser()
  19. parser.add_argument(
  20. '--input',
  21. nargs='+',
  22. default=['datasets/DF2K/DIV2K_train_HR_sub', 'datasets/DF2K/DIV2K_train_LR_bicubic_X4_sub'],
  23. help='Input folder, should be [gt_folder, lq_folder]')
  24. parser.add_argument('--root', nargs='+', default=[None, None], help='Folder root, will use the ')
  25. parser.add_argument(
  26. '--meta_info',
  27. type=str,
  28. default='datasets/DF2K/meta_info/meta_info_DIV2K_sub_pair.txt',
  29. help='txt path for meta info')
  30. args = parser.parse_args()
  31. assert len(args.input) == 2, 'Input folder should have two elements: gt folder and lq folder'
  32. assert len(args.root) == 2, 'Root path should have two elements: root for gt folder and lq folder'
  33. os.makedirs(os.path.dirname(args.meta_info), exist_ok=True)
  34. for i in range(2):
  35. if args.input[i].endswith('/'):
  36. args.input[i] = args.input[i][:-1]
  37. if args.root[i] is None:
  38. args.root[i] = os.path.dirname(args.input[i])
  39. main(args)