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- import random
- import os
- import subprocess
- import sys
- def split_data_set(image_dir):
- f_val = open("snowman_test.txt", 'w')
- f_train = open("snowman_train.txt", 'w')
-
- path, dirs, files = next(os.walk(image_dir))
- data_size = len(files)
- ind = 0
- data_test_size = int(0.1 * data_size)
- test_array = random.sample(range(data_size), k=data_test_size)
-
- for f in os.listdir(image_dir):
- if(f.split(".")[1] == "jpg"):
- ind += 1
-
- if ind in test_array:
- f_val.write(image_dir+'/'+f+'\n')
- else:
- f_train.write(image_dir+'/'+f+'\n')
- split_data_set(sys.argv[1])
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