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benjiebob / SMALify

This repository contains an implementation for performing 3D animal (quadruped) reconstruction from a monocular image or video. The system adapts the pose (limb positions) and shape (animal type/height/weight) parameters for the SMAL deformable quadruped model, as well as camera parameters until the projected SMAL model aligns with 2D keypoints and silhouette segmentations extracted from the input frame(s).
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For another animal species #16

Closed EAST-J closed 3 years ago

EAST-J commented 3 years ago

Hi Ben,

Thanks a lot for your great work. I would like to know what should I do if I want to use SMALify to another species(like horse). I see the SHAPE_FAMILY in config.py. I wonder anything else should I do?

benjiebob commented 3 years ago

This should be everything you need to do! You'll need to edit your dataloader to load a horse sequence which has annotated 2D joints + segmentations but then it should work. Let me know how you get on, I'm grateful to have someone test this!

EAST-J commented 3 years ago

Thanks, I would like to try in couple of days. Besides I see some other species annotations in data/BADJA/joint_annotations, I wonder there is images and segmentations?

EAST-J commented 3 years ago

And I wonder is there any requirement for the size of the image

Autumnfall-Me commented 3 years ago

hey ben, Thanks a lot for your great work. I would like to build my new SMAL model such as pig. Now I have .OBJ 3D models, and have ran fitter_3d/optimise.py. Then I got the npz file. If I save them as a pkl file, is it a SMAL model? I'm very confused. I would like to know what I should do next.

benjiebob commented 3 years ago

BADJA does contain images + segs. I don't believe there is a requirement for the image size but let me know in a separate issue if you find problems for this. @Autumnfall-Me - your question seems a duplicate of https://github.com/benjiebob/SMALify/issues/18.

Closing this issue for now, as I believe running the code on another SMAL animal category is working. Please reopen if you do find issues.