fix: discard polygons with length of 4 or less #2100
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
It was found that Matterport's MaskRCNN implementation generates polygons with length of 4 which creates lot of issues since pycocotools considers them as a bounding box. It looks like these polygons with length of 4 are just garbage values. That is actually a single point repeated twice. So, we can just filter them out.
More discussion around this topic can be found here #1769.
Motivation and context
It will solve issues where users were not able to see the job because there were polygons with length of 4. It will also solve an issue with export dataset feature as we go through pycocotools there as well.
How has this been tested?
This has been tested locally as well as on Onepanel.
Checklist
x
] I submit my changes into thedevelop
branchx
] I have added description of my changes into CHANGELOG filecvat-core, cvat-data and cvat-ui)
License
x
] I submit my code changes under the same MIT License that covers the project.Feel free to contact the maintainers if that's a concern.