RTMO head deployment fix for non-square input sizes#3261
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jvasi wants to merge 3 commits intoopen-mmlab:mainfrom
Open
RTMO head deployment fix for non-square input sizes#3261jvasi wants to merge 3 commits intoopen-mmlab:mainfrom
jvasi wants to merge 3 commits intoopen-mmlab:mainfrom
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…-symmetrical input dimensions. The feature maps were incorrectly following an [N, C, W, H] format. This change ensures the dimensions are correctly transposed to [N, C, H, W].
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Fixes the RTMO pose output during ONNX conversion for models with non-symmetrical input dimensions.
Motivation
RTMO deployment of models with custom input image size break during deployment.
Modification
The feature maps were incorrectly following an [N, C, W, H] format. This change ensures the dimensions are correctly transposed to [N, C, H, W].
This issue was previously masked when using symmetrical input resolutions (e.g., 640x640) where H and W are interchangeable, but caused output breakage for rectangular aspect ratios.
BC-breaking
No changing breaks to the backward compatibility as far as I am aware.
Use cases
No new use-cases
Checklist
Before PR:
After PR: