用Python Image庫在進行圖片讀取時,會遇到下面的報錯,是因爲本身圖片損壞。但是它只會進行警告,不會暫停程序或者把圖片移除。
/app/anaconda3/envs/tensorflow/lib/python3.5/site-packages/PIL/TiffImagePlugin.py:763: UserWarning: Possibly corrupt EXIF data. Expecting to read 8 bytes but only got 4. Skipping tag 41486
" Skipping tag %s" % (size, len(data), tag))
解決辦法:
過濾warning,直接變成錯誤。
import warnings
warnings.filterwarnings("error", category=UserWarning)
然後在代碼裏捕捉錯誤,將圖片移除。
path = './train/'
cate = [path + x for x in os.listdir(path) if os.path.isdir(path + x)]
for f in cate:
print(f)
for im in glob.glob(f + '/*.jpg'):
#print(im)
try:
img = Image.open(im)
except:
print('corrupt img', im)
shutil.move(im, '/home/ugrad/Shang/animal')
本篇鏈接:https://blog.csdn.net/weixin_42385606/article/details/105176239