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JointBoneLoss

This is an implementation of Joint Bone Loss from [Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild]([2004.01946] Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild (arxiv.org)). (CVPR2020 Oral)

I experiment it on my own pose estimation tasks(both of heatmap-based and regression-based tasks) and achieve good performance.

Here's a training log of my experiment about wi/wo boneloss on heatmap-based pose estimation model.

I'd like to share it with you guys, enjoy~