mentian / object-deformnet

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Question regarding pose_data and difference in annotation for real and camera train datasets #28

Open rohanksaxena opened 2 years ago

rohanksaxena commented 2 years ago

Hello, During data preprocessing in the pose_data.py file there are separate methods for annotating camera train and real train datasets. In the camera train dataset, you have done Umeyama alignment for gt nocs map with the depth image, but they haven't done the same for real dataset. Can you please explain why this is the case?

chengyh23 commented 1 month ago

annotate_camera_train, annotate_real_train, and annotate_test_datause 3 different approaches to get gt pose label.

Why not use Umeyama for all of them, since the NOCS map, depth map, and camera intrinsics are available for all these 3 cases? Also, in the paper, only the Umeyama method is mentioned.