ConvertBoxToStandardModed cannot handle empty boxes #5990
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wyli
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Mar 25, 2023
Fixes #5990 . ### Description Add transforms to convert empty box with shape (0,M) or (0,) into (0,4) or (0,6). Provide format checking inside detector so users can know how to solve the format issue with empty box input. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [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). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Can Zhao <canz@nvidia.com>
jak0bw
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Mar 28, 2023
Fixes Project-MONAI#5990 . ### Description Add transforms to convert empty box with shape (0,M) or (0,) into (0,4) or (0,6). Provide format checking inside detector so users can know how to solve the format issue with empty box input. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [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). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Can Zhao <canz@nvidia.com>
jak0bw
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Mar 28, 2023
Fixes Project-MONAI#5990 . ### Description Add transforms to convert empty box with shape (0,M) or (0,) into (0,4) or (0,6). Provide format checking inside detector so users can know how to solve the format issue with empty box input. ### Types of changes <!--- Put an `x` in all the boxes that apply, and remove the not applicable items --> - [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). - [x] New tests added to cover the changes. - [ ] Integration tests passed locally by running `./runtests.sh -f -u --net --coverage`. - [ ] Quick tests passed locally by running `./runtests.sh --quick --unittests --disttests`. - [ ] In-line docstrings updated. - [ ] Documentation updated, tested `make html` command in the `docs/` folder. --------- Signed-off-by: Can Zhao <canz@nvidia.com>
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Describe the bug
When input boxes are empty [], it got error since the boxes are supposed to have shape [N,4] or [N,6].
ValueError: Currently we support only boxes with shape [N,4] or [N,6], got boxes with shape torch.Size([1, 0])
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