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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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when will you provide dog keypoint prediction code #20

Closed sunbin1357 closed 3 years ago

sunbin1357 commented 3 years ago

when will you provide dog keypoint prediction code

benjiebob commented 3 years ago

Unfortunately, releasing specific code for our paper Creatures Great and SMAL is nontrivial due to terms in my PhD sponsorship. This is something I will look at doing, but this is not my current priority (my thesis is due soon!).

However, if you are just in need of a trained dog keypoint predictor, you can train (for example) HourglassNet on the StanfordExtra dataset. We are planning to release a pretrained model for this soon -- tagging @OllieBoyne for his awareness on this.

sunbin1357 commented 3 years ago

I haven't looked at StanfordExtra dataset yet. Is it in the same format as Human3.6m or COCO?