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data-separator.py
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# %%
import os
import sys
import glob
import shutil
import random
# %%
if not os.path.isdir("eye-data/train"):
os.makedirs("eye-data/train/closed")
os.makedirs("eye-data/train/open")
os.makedirs("eye-data/valid/closed")
os.makedirs("eye-data/valid/open")
os.makedirs("eye-data/test/closed")
os.makedirs("eye-data/test/open")
for img in random.sample(os.listdir("archive/closed"), 700):
img = os.path.join("archive/closed", img)
shutil.copy(img, "eye-data/train/closed")
for img in random.sample(os.listdir("archive/open"), 700):
img = os.path.join("archive/open", img)
shutil.copy(img, "eye-data/train/open")
for img in random.sample(os.listdir("archive/closed"), 350):
img = os.path.join("archive/closed", img)
shutil.copy(img, "eye-data/valid/closed")
for img in random.sample(os.listdir("archive/open"), 350):
img = os.path.join("archive/open", img)
shutil.copy(img, "eye-data/valid/open")
for img in random.sample(os.listdir("archive/closed"), 175):
img = os.path.join("archive/closed", img)
shutil.copy(img, "eye-data/test/closed")
for img in random.sample(os.listdir("archive/open"), 175):
img = os.path.join("archive/open", img)
shutil.copy(img, "eye-data/test/open")
# %%
if not os.path.isdir("yawn-data/train"):
os.makedirs("yawn-data/train/no_yawn")
os.makedirs("yawn-data/train/yawn")
os.makedirs("yawn-data/valid/no_yawn")
os.makedirs("yawn-data/valid/yawn")
os.makedirs("yawn-data/test/no_yawn")
os.makedirs("yawn-data/test/yawn")
for img in random.sample(os.listdir("archive/no_yawn"), 700):
img = os.path.join("archive/no_yawn", img)
shutil.copy(img, "yawn-data/train/no_yawn")
for img in random.sample(os.listdir("archive/yawn"), 700):
img = os.path.join("archive/yawn", img)
shutil.copy(img, "yawn-data/train/yawn")
for img in random.sample(os.listdir("archive/no_yawn"), 350):
img = os.path.join("archive/no_yawn", img)
shutil.copy(img, "yawn-data/valid/no_yawn")
for img in random.sample(os.listdir("archive/yawn"), 350):
img = os.path.join("archive/yawn", img)
shutil.copy(img, "yawn-data/valid/yawn")
for img in random.sample(os.listdir("archive/no_yawn"), 175):
img = os.path.join("archive/no_yawn", img)
shutil.copy(img, "yawn-data/test/no_yawn")
for img in random.sample(os.listdir("archive/yawn"), 175):
img = os.path.join("archive/yawn", img)
shutil.copy(img, "yawn-data/test/yawn")
# %%