Statistics raise an error when there is a label annotation not in the category. #1204
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jihyeonyi
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Dec 21, 2023
<!-- Contributing guide: https://github.com/openvinotoolkit/datumaro/blob/develop/CONTRIBUTING.md --> ### Summary Regarding the issue #1204 , modify `compute_ann_statistics` function to handle undefined labels. And add corresponding unit test. <!-- Resolves #111 and #222. Depends on #1000 (for series of dependent commits). This PR introduces this capability to make the project better in this and that. - Added this feature - Removed that feature - Fixed the problem #1234 --> ### How to test <!-- Describe the testing procedure for reviewers, if changes are not fully covered by unit tests or manual testing can be complicated. --> ### Checklist <!-- Put an 'x' in all the boxes that apply --> - [x] I have added unit tests to cover my changes. - [ ] I have added integration tests to cover my changes. - [x] I have added the description of my changes into [CHANGELOG](https://github.com/openvinotoolkit/datumaro/blob/develop/CHANGELOG.md). - [ ] I have updated the [documentation](https://github.com/openvinotoolkit/datumaro/tree/develop/docs) accordingly ### License - [x] I submit _my code changes_ under the same [MIT License](https://github.com/openvinotoolkit/datumaro/blob/develop/LICENSE) that covers the project. Feel free to contact the maintainers if that's a concern. - [ ] I have updated the license header for each file (see an example below). ```python # Copyright (C) 2023 Intel Corporation # # SPDX-License-Identifier: MIT ```
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I manually made a datumaro dataset which has 4 labels in the LabelCategories but has unknown label annotation(label=4).
When I tried to calculate annotation statistics, it raised an error like this:
I think
compute_ann_statisticsand corresponding validator should be checked to fix this bug.The text was updated successfully, but these errors were encountered: