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Replaced to_tensor() with pil_to_tensor() + convert_image_dtype() #4452

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merged 6 commits into from
Sep 21, 2021
Merged

Replaced to_tensor() with pil_to_tensor() + convert_image_dtype() #4452

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95716dc
Replaced to_tensor() with pil_to_tensor() + convert_image_dtype()
prabhat00155 Sep 20, 2021
c30a203
Merge branch 'master' into prabhat00155/replace_to_tensor
prabhat00155 Sep 21, 2021
ccbf45f
Merge branch 'master' into prabhat00155/replace_to_tensor
prabhat00155 Sep 21, 2021
c63a4f1
Merge branch 'master' into prabhat00155/replace_to_tensor
prabhat00155 Sep 21, 2021
1496d98
Merge branch 'master' into prabhat00155/replace_to_tensor
prabhat00155 Sep 21, 2021
381b761
Merge branch 'main' into prabhat00155/replace_to_tensor
prabhat00155 Sep 21, 2021
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6 changes: 4 additions & 2 deletions references/detection/transforms.py
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Original file line number Diff line number Diff line change
Expand Up @@ -47,7 +47,8 @@ def forward(self, image: Tensor,
class ToTensor(nn.Module):
def forward(self, image: Tensor,
target: Optional[Dict[str, Tensor]] = None) -> Tuple[Tensor, Optional[Dict[str, Tensor]]]:
image = F.to_tensor(image)
image = F.pil_to_tensor(image)
image = F.convert_image_dtype(image)
return image, target


Expand Down Expand Up @@ -231,7 +232,8 @@ def forward(self, image: Tensor,

is_pil = F._is_pil_image(image)
if is_pil:
image = F.to_tensor(image)
image = F.pil_to_tensor(image)
image = F.convert_image_dtype(image)
image = image[..., permutation, :, :]
if is_pil:
image = F.to_pil_image(image)
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3 changes: 2 additions & 1 deletion references/segmentation/transforms.py
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Original file line number Diff line number Diff line change
Expand Up @@ -77,7 +77,8 @@ def __call__(self, image, target):

class ToTensor(object):
def __call__(self, image, target):
image = F.to_tensor(image)
image = F.pil_to_tensor(image)
image = F.convert_image_dtype(image)
target = torch.as_tensor(np.array(target), dtype=torch.int64)
return image, target

Expand Down