How to rotate camera 90 degree with AIY Vision Bonnet?

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I need to set camera rotation to 90 degree due to hardware constrains of the project I am building.

I have tried using PiCamera examples and set camera.rotation = 90. That rotates preview correctly, however inference stops working.

Setting camera.rotation = 180 works and does not break inference.

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