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Pirazh / Vehicle_Key_Point_Orientation_Estimation

This is the repository for Vehicle Key-Point and Orientation Estimation
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Infering the pretrained checkpoints on Compcars dataset #16

Closed techie02 closed 2 years ago

techie02 commented 2 years ago

Hello @Pirazh I am loading the pretrained checkpoints and running the model on a different car dataset (compcars). The keypoint detection does not seem very accurate. Any comments from your end will be helpful Thank you

Pirazh commented 2 years ago

Hi, I believe there is a domain gap between images in VeRi and CompCars datasets and that is probably why you are seeing degradation in performance. Note that our model was only trained on the VeRi dataset. You may want to try approaches to compensate the distributional shifts.

techie02 commented 2 years ago

Thank you for the quick response