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How to test the model on other datasets?

Open 181860153 opened this issue 1 year ago • 1 comments

Thank you for your awesome work! I would like to take some pictures to test the model. Besides six images taken from cam_front_left, cam_front, cam_front_right, cam_back_right, cam_back, cam_back_left, what else information should I give the model? And how should I arrange my data? Thank you very much!

181860153 avatar Aug 28 '23 11:08 181860153

@181860153 It will take a lot of engineering effort to adapt the codebase to other datasets, as it's heavily coupled with nuscenes annotations for multiple tasks throughout the data process, training, inference/validation. I suggest implementing a simpler version of uniad for your custom datasets. For example, remove these highly optimized submodules but keep the overall architectures with a bunch of attention as well as queries for interactions across different tasks.

YTEP-ZHI avatar Jan 12 '24 13:01 YTEP-ZHI