The main impact of the PR is to change the computation of the end index for the extended box that RandCropBoxByPosNegLabeld uses to sample foreground centers in when self.whole_box = True. The problem and the fix is described in detail in the issue.
The PR furthermore makes a minor change to the computation of the start index of the extended box to ensure a center chosen at the margin will fully contain the original box.
I have not run the full test suite, but I have checked that I do not break the relevant unit-test: test_rand_crop_by_pos_neg_labeld.py
Types of changes
[x] Non-breaking change (fix or new feature that would not break existing functionality).
[ ] Breaking change (fix or new feature that would cause existing functionality to change).
Fixes #7824.
Description
The main impact of the PR is to change the computation of the end index for the extended box that
RandCropBoxByPosNegLabeld
uses to sample foreground centers in whenself.whole_box = True
. The problem and the fix is described in detail in the issue.The PR furthermore makes a minor change to the computation of the start index of the extended box to ensure a center chosen at the margin will fully contain the original box.
I have not run the full test suite, but I have checked that I do not break the relevant unit-test: test_rand_crop_by_pos_neg_labeld.py
Types of changes
./runtests.sh -f -u --net --coverage
../runtests.sh --quick --unittests --disttests
.make html
command in thedocs/
folder.