Skip to content

Transpose SVHN to HWC on class init #3611

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Closed
wants to merge 6 commits into from
Closed

Transpose SVHN to HWC on class init #3611

Changes from all commits
Commits
Show all changes
6 commits
Select commit Hold shift + click to select a range
cbdc8c5
converting svhn to hwc on class init
augustoolucas Mar 27, 2021
176d0fd
Merge branch 'master' into svhn-hwc
augustoolucas Mar 30, 2021
5ce2758
Merge branch 'master' into svhn-hwc
augustoolucas Mar 31, 2021
04ad207
Merge branch 'master' into svhn-hwc
augustoolucas Apr 8, 2021
a975788
Merge branch 'master' into svhn-hwc
augustoolucas Apr 19, 2021
f35adbd
Merge branch 'master' into svhn-hwc
augustoolucas May 7, 2021
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 2 additions & 2 deletions torchvision/datasets/svhn.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -80,7 +80,7 @@ def __init__(
# this makes it inconsistent with several loss functions
# which expect the class labels to be in the range [0, C-1]
np.place(self.labels, self.labels == 10, 0)
self.data = np.transpose(self.data, (3, 2, 0, 1))
self.data = np.transpose(self.data, (3, 0, 1, 2)) # convert to HWC

def __getitem__(self, index: int) -> Tuple[Any, Any]:
"""
Expand All @@ -94,7 +94,7 @@ def __getitem__(self, index: int) -> Tuple[Any, Any]:

# doing this so that it is consistent with all other datasets
# to return a PIL Image
img = Image.fromarray(np.transpose(img, (1, 2, 0)))
img = Image.fromarray(img)

if self.transform is not None:
img = self.transform(img)
Expand Down