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ubc-vision / joint-regressor-refinement

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How can I get the preprocessed data files? #14

Open baeckgoo opened 3 weeks ago

baeckgoo commented 3 weeks ago

Thank you for your work!

I'd like to use this code to refine the joint regressor. I need the preprocessed data files in here How can I find the files?

Thanks.

kmyi commented 3 weeks ago

@ehedlin Can you look into this?

ehedlin commented 2 weeks ago

Sorry for the poor code quality. These were precomputed from either SPIN or MaskRCNN. I will try to go through each item so hopefully it can be of some use.

orient, betas, pose, gt_j3d, and gt_j2d are output by SPIN. They pretty much represent the orientation of the person relative to the camera and the shape and pose, and corresponding 3d/2d projected joint locations of the person respectively. Also I think spin_image is some processed version of the input image but I don't remember how I got it exactly. intrinsics is from SPIN as well and IIRC, it doesn't actually estimate the intrinsics and is used to find the 2d crop of the person.

estimated_translation, bboxes, and mask_rcnn I'm less sure of but I think are output by maskrcnn where mask_rcnn is binary occupancy of a person.

It seems pixel_annotations is not used which is good because I dont remember what it was anyway.

I hope this is of some help and sorry once again for the code quality.

baeckgoo commented 1 week ago

Thank you for the reply! It was helpful for me to understand the code.