/
sampling.py
32 lines (26 loc) · 927 Bytes
/
sampling.py
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import shutil
import os
import random
directory = os.listdir('C:/Users/gyuha/Desktop/dock6/image/')
directory1 = random.sample(directory, 900)
directory2 = random.sample(directory1, 100) #val
directory3 = [] #train
directory4 = [] #test
for i in directory1:
if i not in directory2:
directory3.append(i)
for i in directory:
if i not in directory1:
directory4.append(i)
for file in directory3:
src = 'C:/Users/gyuha/Desktop/dock6/image/%s'%file
dst = 'C:/Users/gyuha/Desktop/dock6/dataset/train'
shutil.copy(src, dst)
for file in directory2:
src = 'C:/Users/gyuha/Desktop/dock6/image/%s'%file
dst = 'C:/Users/gyuha/Desktop/dock6/dataset/val'
shutil.copy(src, dst)
for file in directory4:
src = 'C:/Users/gyuha/Desktop/dock6/image/%s'%file
dst = 'C:/Users/gyuha/Desktop/dock6/dataset/test'
shutil.copy(src, dst)