Prevent cropping operation if the loss_border is None or 0. This is necessary in the case of regressing a single value of shape 1x1x1, where the use of cropping layer will throw a shape error.
Allow regression output to maintain label shape when the resize sampler is chosen, rather than resize the output back to image shape. Again, the motivation was the case of regressing a single value of shape 1x1x1, where it is desirable for the output to not be resized to image shape. This change involved adding a new config flag --force_output_identity_resizing and using this flag in the regression application to choose the identity aggregator.
Types of changes
[x] Bug fix (non-breaking change which fixes an issue)
[ ] New feature (non-breaking change which adds functionality)
[ ] Breaking change (fix or feature that would cause existing functionality to change)
[ ] My code follows the code style of this project.
[ ] I have added tests to cover my changes.
[ ] All new and existing tests passed.
Todos
[ ] Tests
[ ] Documentation
Impacted Areas in Application
List general components of the application that this PR will affect:
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Status
READY
Description
Updated regression application to:
Types of changes
Todos
Impacted Areas in Application
List general components of the application that this PR will affect: *