{"repo":"UPC-ViRVIG/SparsePoser","free":true,"listed":false,"github":"https://github.com/UPC-ViRVIG/SparsePoser","clone":"git clone https://github.com/UPC-ViRVIG/SparsePoser.git","description":"Official Code for ACM Transactions on Graphics (TOG) paper \"SparsePoser: Real-time Full-body Motion Reconstruction from Sparse Data\"","language":"C#","stars":49,"topics":["avatar","deep-learning","full-body-tracking","human-pose-estimation","motion-capture","unity","unity3d","virtual-reality"],"license":"MIT","category":"game-templates","readme_excerpt":"SparsePoser: Real-time Full-body Motion Reconstruction from Sparse Data Jose Luis Ponton ,1 , Haoran Yun ,1 , Andreas Aristidou 2,3 , Carlos Andujar 1 , Nuria Pelechano 1 1 Universitat Politècnica de Catalunya (UPC), Spain 2 University of Cyprus, Cyprus 3 CYENS Centre of Excellence, Cyprus Jose Luis Ponton and Haoran Yun are joint first authors. --- This repository contains the implementation of the method shown in the paper SparsePoser: Real-time Full-body Motion Reconstruction from Sparse Data published at the ACM Transactions on Graphics . Get an overview of the paper by visiting the project website or watching the video! Download the paper here! --- Contents 1. Project Architecture 2. Getting Started Evaluating BVH Files Unity Live Demo Training Procedure 3. Data 4. Citation 5. License Project Architecture The project is structured into two primary directories: SparsePoserUnity , which contains the Unity project, and python , where the network implementation using PyTorch is located. The network runs in a Python environment, and it communicates with Unity using a TCP connection for result delivery. Getting Started 1. Clone the repository onto your local system. 2. Navigate to the python directory with the command: cd SparsePoser/python/ . 3. Create a virtual environment with: python -m venv env (tested on Python 3.9). 4. Activate the created virtual environment. 5. Install the necessary packages from the requirements file with: pip install -r requirements.txt . 6. Downloa","default_branch":null,"files":null,"tree":[],"storefront":"/r/UPC-ViRVIG","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/UPC-ViRVIG/SparsePoser/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}