TrackerMIL optimizations #7032
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TrackerMIL optimizations #7032
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Codecov Report
@@ Coverage Diff @@
## develop #7032 +/- ##
===========================================
+ Coverage 82.33% 82.34% +0.01%
===========================================
Files 361 361
Lines 39171 39181 +10
Branches 3586 3584 -2
===========================================
+ Hits 32251 32265 +14
+ Misses 6920 6916 -4
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bsekachev
reviewed
Oct 23, 2023
bsekachev
approved these changes
Oct 24, 2023
mikhail-treskin
pushed a commit
to retailnext/cvat
that referenced
this pull request
Oct 25, 2023
<!-- Raise an issue to propose your change (https://github.com/opencv/cvat/issues). It helps to avoid duplication of efforts from multiple independent contributors. Discuss your ideas with maintainers to be sure that changes will be approved and merged. Read the [Contribution guide](https://opencv.github.io/cvat/docs/contributing/). --> <!-- Provide a general summary of your changes in the Title above --> ### Motivation and context <!-- Why is this change required? What problem does it solve? If it fixes an open issue, please link to the issue here. Describe your changes in detail, add screenshots. --> This PR fixes some problems with TrackerMIL memory managment - Free up some memory after we are done with tracking - Stable memory consuption while tracking (no endlessly raising heap size) Open a task with quite large images 2k -> create a couple of tracks -> track a couple of frames:  ### How has this been tested? <!-- Please describe in detail how you tested your changes. Include details of your testing environment, and the tests you ran to see how your change affects other areas of the code, etc. --> ### Checklist <!-- Go over all the following points, and put an `x` in all the boxes that apply. If an item isn't applicable for some reason, then ~~explicitly strikethrough~~ the whole line. If you don't do that, GitHub will show incorrect progress for the pull request. If you're unsure about any of these, don't hesitate to ask. We're here to help! --> - [ ] I submit my changes into the `develop` branch - [ ] I have created a changelog fragment <!-- see top comment in CHANGELOG.md --> - [ ] I have updated the documentation accordingly - [ ] I have added tests to cover my changes - [ ] I have linked related issues (see [GitHub docs]( https://help.github.com/en/github/managing-your-work-on-github/linking-a-pull-request-to-an-issue#linking-a-pull-request-to-an-issue-using-a-keyword)) - [ ] I have increased versions of npm packages if it is necessary ([cvat-canvas](https://github.com/opencv/cvat/tree/develop/cvat-canvas#versioning), [cvat-core](https://github.com/opencv/cvat/tree/develop/cvat-core#versioning), [cvat-data](https://github.com/opencv/cvat/tree/develop/cvat-data#versioning) and [cvat-ui](https://github.com/opencv/cvat/tree/develop/cvat-ui#versioning)) ### License - [ ] I submit _my code changes_ under the same [MIT License]( https://github.com/opencv/cvat/blob/develop/LICENSE) that covers the project. Feel free to contact the maintainers if that's a concern.
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Motivation and context
This PR fixes some problems with TrackerMIL memory managment
Open a task with quite large images 2k -> create a couple of tracks -> track a couple of frames:
How has this been tested?
Checklist
developbranch(cvat-canvas,
cvat-core,
cvat-data and
cvat-ui)
License
Feel free to contact the maintainers if that's a concern.