End-to-End Human Pose and Mesh Reconstruction with Transformers

Jun 17, 2021 1 min read

MeshTransformer

This is our research code of End-to-End Human Pose and Mesh Reconstruction with Transformers.

MEsh TRansfOrmer is a simple yet effective transformer-based method for human pose and mesh reconsruction from an input image. In this repository, we provide our research code for training and testing our proposed method for the following tasks:

Human pose and mesh reconstruction
Hand pose and mesh reconstruction

example_keli

example_lijuanw

example_zliu

Installation

Check INSTALL.md for installation instructions.

Model Zoo and Download

Please download our pre-trained models and other relevant files that are important to run our code.

Check DOWNLOAD.md for details.

Quick demo

We provide demo codes to run end-to-end inference on the test images.

Check DEMO.md for details.

Experiments

We provide python codes for training and evaluation.

Check EXP.md for details.

GitHub

https://github.com/microsoft/MeshTransformer

Transformer

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