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Abhishek Gola 7e65c42964 Merge pull request #27547 from abhishek-gola:topk_layer_add
Added TopK layer with dynamic K support for new DNN engine #27547

This pull request adds TopK layer support to new DNN engine along with dynamic K support.

Initial version inherited from https://github.com/opencv/opencv/pull/26731. Credits to Abduragim.

Closes:
- https://github.com/opencv/opencv/issues/27061
- https://github.com/opencv/opencv/issues/25712

Also closes the topk issue for below issues but having (`Unsupported operations:        NonZero` for new dnn engine) which is unrelated to topk.
- https://github.com/opencv/opencv/issues/23663 
- https://github.com/opencv/opencv/issues/23297

### Pull Request Readiness Checklist

See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request

- [x] I agree to contribute to the project under Apache 2 License.
- [x] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV
- [x] The PR is proposed to the proper branch
- [x] There is a reference to the original bug report and related work
- [x] There is accuracy test, performance test and test data in opencv_extra repository, if applicable
      Patch to opencv_extra has the same branch name.
- [x] The feature is well documented and sample code can be built with the project CMake
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2024-04-02 16:39:54 +03:00

OpenCV: Open Source Computer Vision Library

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