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PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human pose

Introduction

This repo provides the source code to reproduce all the results of our arXiv paper:

Ju Yong Chang, Gyeongsik Moon, Kyoung Mu Lee. PoseLifter: Absolute 3D human pose lifting network from a single noisy 2D human pose. arXiv preprint arXiv:1910.12029, 2019.

Dataset setup

You can download the annotation data and the images for Human3.6M, MPI-INF-3DHP, and MPII Human Pose Dataset.

Reproducing our results

You can reproduce the results of our paper by running the script files in the script directory. For example, to generate the numbers in Table 2, run:

./script/table2.sh