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tin_data_folders_format.py
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tin_data_folders_format.py
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import io
import glob
import os
from shutil import move
from os.path import join
from os import listdir, rmdir
# custom
import load_data_script
target_folder = '/home/kp6g18/mydocuments/tiny-imagenet-200/val/'
test_folder = '/home/kp6g18/mydocuments/tiny-imagenet-200/test/'
val_dict = load_data_script.get_val_image_labels('/home/kp6g18/mydocuments/tiny-imagenet-200/val/val_annotations.txt')
paths = glob.glob('/home/kp6g18/mydocuments/tiny-imagenet-200/val/images/*')
for i,path in enumerate(paths):
file = path.split('/')[-1]
folder = val_dict[file]
if not os.path.exists(target_folder + str(folder)):
os.mkdir(target_folder + str(folder))
os.mkdir(target_folder + str(folder) + '/images')
if not os.path.exists(test_folder + str(folder)):
os.mkdir(test_folder + str(folder))
os.mkdir(test_folder + str(folder) + '/images')
print(i)
print("finished making directories")
print("moving images....")
for path in paths:
file = path.split('/')[-1]
folder = val_dict[file]
if len(glob.glob(target_folder + str(folder) + '/images/*')) < 25:
dest = target_folder + str(folder) + '/images/' + str(file)
else:
dest = test_folder + str(folder) + '/images/' + str(file)
move(path,dest)