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Surface electromyography based gesture recognition based on dual-stream CNN

This repo contains the code for the intra-subject experiments on NinaProDB2 in the paper: 卫文韬; 李亚军; 基于双流卷积神经网络的肌电信号手势识别方法, 计算机集成制造系统, 2022, 28(1): 124-131. DOI: [10.13196/j.cims.2022.01.012].

It should be mentioned that the code for feature extraction is not included in this repo.

Requirements

  • A CUDA compatible GPU
  • Ubuntu 14.04 or any other Linux/Unix that can run Docker
  • Docker
  • Nvidia Docker

Usage

For detailed methods of running the code and training on NinaProDB2, please contact [email protected]

License

Licensed under an GPL v3.0 license.