Support GlobalPooling2D op in TFlite #1180
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asmorkalov
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May 31, 2024
Support Global_Pool_2D ops in .tflite model #25613 ### Pull Request Readiness Checklist **Merge with extra**: opencv/opencv_extra#1180 This PR adds support for `GlobalAveragePooling2D` and `GlobalMaxPool2D` on the TFlite backend. When the k`eep_dims` option is enabled, the output is a 2D tensor, necessitating the inclusion of an additional flatten layer. Additionally, the names of these layers have been updated to match the output tensor names generated by `generate.py` from the opencv_extra repository. - [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 - [ ] 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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This PR provides the necessary data to verify the correctness of
GlobalAveragePooling2DandGlobalMaxPool2Din TFlite.