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split_data.py
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split_data.py
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import os
import shutil
output_path = 'watermark/'
data_path = 'watermark_original/'
paths = ['train', 'test', 'valid']
try:
os.makedirs(output_path + 'Annotations')
except:
print('Dir Annotations already exists')
try:
os.makedirs(output_path + 'ImageSets/Main')
except:
print('Dir ImageSets/Main already exists')
try:
os.makedirs(output_path + 'JPEGImages')
except:
print('Dir JPEGImages already exists')
for path in paths:
xmlfilepath = os.path.join(data_path, path) + '/Annotations/'
imagepath = os.path.join(data_path, path) + '/JPEGImages/'
txtsavepath = output_path + '/ImageSets/Main/'
total_xml = os.listdir(xmlfilepath)
file = open(txtsavepath + path + '.txt', 'w')
for line in total_xml:
file.write(line[:-4]+'\n')
shutil.copy(imagepath + line[:-4] + '.jpg', output_path + '/JPEGImages/')