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fix bug that failure to add Resize to transforms #2

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fix bug that failure to add Resize to transforms #2

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82be234
fix bug that failure to add Resize to transforms
lty12b9b0a1 Mar 21, 2023
743f0d9
test
lty12b9b0a1 Mar 21, 2023
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18 changes: 9 additions & 9 deletions MLclf/MLclf.py
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Original file line number Diff line number Diff line change
Expand Up @@ -290,7 +290,14 @@ def _feature_norm(feature, transform=None):
else:
transform = transform
feature_shape = np.shape(feature)
feature_output = torch.empty((feature_shape[0], feature_shape[3], feature_shape[1], feature_shape[2]))
for trans in transform.transforms:
if isinstance(trans, transforms.Resize):
transform_has_resize = True
resize_size = trans.size
if transform_has_resize:
feature_output = torch.empty((feature_shape[0], feature_shape[3], resize_size[0], resize_size[1]))
else:
feature_output = torch.empty((feature_shape[0], feature_shape[3], feature_shape[1], feature_shape[2]))
for i, feature_i in enumerate(feature):
feature_output[i] = transform(feature_i)
# feature is a tensor here.
Expand Down Expand Up @@ -636,8 +643,6 @@ def tinyimagenet_data_raw(data_dir=None):
print('train_dataset: ', train_dataset, np.shape(train_dataset))




"""
Note for updating to PyPi website:
python3 setup.py sdist bdist_wheel
Expand All @@ -659,9 +664,4 @@ def tinyimagenet_data_raw(data_dir=None):
shuffle=True, num_workers=0)
"""








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