| import os
|
| import random
|
|
|
| test_files_path = os.path.abspath('.') + '/places_standard_dataset/original/test/'
|
| list_of_random_test_files = os.path.abspath('.') + '/places_standard_dataset/original/test_random_files.txt'
|
|
|
| test_files = [
|
| test_files_path + image for image in os.listdir(test_files_path)
|
| ]
|
|
|
| print(f'Sampling 2000 images out of {len(test_files)} images in {test_files_path}' + \
|
| f'and put their paths to {list_of_random_test_files}')
|
| print('Our training procedure will pick best checkpoints according to metrics, computed on these images.')
|
|
|
| random.shuffle(test_files)
|
| test_files_random = test_files[0:2000]
|
| with open(list_of_random_test_files, 'w') as fw:
|
| for filename in test_files_random:
|
| fw.write(filename+'\n')
|
| print('...done')
|
|
|
|
|
|
|
|
|
| val_files_path = os.path.abspath('.') + '/places_standard_dataset/original/val/'
|
| list_of_random_val_files = os.path.abspath('.') + '/places_standard_dataset/original/val_random_files.txt'
|
|
|
| val_files = [
|
| val_files_path + image for image in os.listdir(val_files_path)
|
| ]
|
|
|
| print(f'Sampling 100 images out of {len(val_files)} in {val_files_path} ' + \
|
| f'and put their paths to {list_of_random_val_files}')
|
| print('We use these images for visual check up of evolution of inpainting algorithm epoch to epoch' )
|
|
|
| random.shuffle(val_files)
|
| val_files_random = val_files[0:100]
|
| with open(list_of_random_val_files, 'w') as fw:
|
| for filename in val_files_random:
|
| fw.write(filename+'\n')
|
| print('...done')
|
|
|
|
|
