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import os | |
import random | |
val_files_path = os.path.abspath('.') + '/places_standard_dataset/original/val/' | |
list_of_random_val_files = os.path.abspath('.') + '/places_standard_dataset/original/eval_random_files.txt' | |
val_files = [val_files_path + image for image in os.listdir(val_files_path)] | |
print(f'Sampling 30000 images out of {len(val_files)} images in {val_files_path}' + \ | |
f'and put their paths to {list_of_random_val_files}') | |
print('In our paper we evaluate trained models on these 30k sampled (mask,image) pairs in our paper (check Sup. mat.)') | |
random.shuffle(val_files) | |
val_files_random = val_files[0:30000] | |
with open(list_of_random_val_files, 'w') as fw: | |
for filename in val_files_random: | |
fw.write(filename+'\n') | |
print('...done') | |