autodl-projects/xautodl/datasets/test_utils.py

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##################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2019 #
##################################################
import os
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def test_imagenet_data(imagenet):
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total_length = len(imagenet)
assert (
total_length == 1281166 or total_length == 50000
), "The length of ImageNet is wrong : {}".format(total_length)
map_id = {}
for index in range(total_length):
path, target = imagenet.imgs[index]
folder, image_name = os.path.split(path)
_, folder = os.path.split(folder)
if folder not in map_id:
map_id[folder] = target
else:
assert map_id[folder] == target, "Class : {} is not {}".format(
folder, target
)
assert image_name.find(folder) == 0, "{} is wrong.".format(path)
print("Check ImageNet Dataset OK")