Spaces:
Running
Running
File size: 2,076 Bytes
2514fb4 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 |
import os
import glob
import shutil
def rearrange_dir_structure(dataset_path):
'''move files to follow the directory structure as REDS
Original DVD dataset is organized as DVD/quantitative_datasets/720p_240fps_1/GT/00000.jpg.
We move files and organize them as DVD/train_GT_with_val/720p_240fps_1/00000.jpg (similar to REDS).
:param dataset_path: dataset path
:return: None
'''
os.makedirs(os.path.join(dataset_path, 'train_GT_with_val'), exist_ok=True)
os.makedirs(os.path.join(dataset_path, 'train_GT_blurred_with_val'), exist_ok=True)
file_list = sorted(glob.glob(os.path.join(dataset_path, '*')))
for path in file_list:
if 'train_GT_with_val' in path or 'train_GT_blurred_with_val' in path:
continue
name = os.path.basename(path)
print(name)
shutil.move(os.path.join(path, 'GT'), os.path.join(f'{dataset_path}/train_GT_with_val', name))
shutil.move(os.path.join(path, 'input'), os.path.join(f'{dataset_path}/train_GT_blurred_with_val', name))
shutil.rmtree(path)
def generate_meta_info_txt(data_path, meta_info_path):
'''generate meta_info_DVD_GT.txt for DVD
: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_with_val/*')))
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 == 6708, f'DVD training+Validation set should have 6708 images, but got {total_frames} images'
if __name__ == '__main__':
dataset_path = 'trainsets/DeepVideoDeblurring_Dataset/quantitative_datasets'
rearrange_dir_structure(dataset_path)
generate_meta_info_txt(dataset_path, 'data/meta_info/meta_info_DVD_GT.txt')
|