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Support Global_Pool_2D ops in .tflite model by CNOCycle · Pull Request #25613 · opencv/opencv · GitHub
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Support Global_Pool_2D ops in .tflite model #25613
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dkurt
reviewed
May 21, 2024
dkurt
reviewed
May 21, 2024
|
Thank you for your comment. However, I'm not sure which case you're concerned about. Could you please provide your expected model architecture for me to verify the correctness. |
|
@CNOCycle, never mind. I misunderstood the fact that Flatten goes after Pooling, not before. I added minor changes to the code to make it look more unified with other layers. LGTM after tests pass. |
dkurt
approved these changes
May 31, 2024
dkurt
approved these changes
May 31, 2024
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Pull Request Readiness Checklist
Merge with extra: opencv/opencv_extra#1180
This PR adds support for
GlobalAveragePooling2DandGlobalMaxPool2Don the TFlite backend. When the keep_dimsoption 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 bygenerate.pyfrom the opencv_extra repository.Patch to opencv_extra has the same branch name.