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Title: GitHub - stdAri/sEMG_DeepLearning: sEMG-based gesture recognition using deep learnig · GitHub

Open Graph Title: GitHub - stdAri/sEMG_DeepLearning: sEMG-based gesture recognition using deep learnig

X Title: GitHub - stdAri/sEMG_DeepLearning: sEMG-based gesture recognition using deep learnig

Description: sEMG-based gesture recognition using deep learnig. Contribute to stdAri/sEMG_DeepLearning development by creating an account on GitHub.

Open Graph Description: sEMG-based gesture recognition using deep learnig. Contribute to stdAri/sEMG_DeepLearning development by creating an account on GitHub.

X Description: sEMG-based gesture recognition using deep learnig. Contribute to stdAri/sEMG_DeepLearning development by creating an account on GitHub.

Opengraph URL: https://github.com/stdAri/sEMG_DeepLearning

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https://github.com/stdAri/sEMG_DeepLearning#基于表面肌电信号的动作识别深度学习
https://github.com/stdAri/sEMG_DeepLearning#1semg的基础知识
https://github.com/stdAri/sEMG_DeepLearning#1-1-semg的产生
https://github.com/malele4th/sEMG_DeepLearning/blob/master/picture/sEMG_generation.png
https://github.com/stdAri/sEMG_DeepLearning#1-2-基于semg的动作识别一般处理流程
https://github.com/malele4th/sEMG_DeepLearning/blob/master/picture/sEMG_ML_process.png
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https://github.com/stdAri/sEMG_DeepLearning#1-3-基于深度学习的处理流程实现端到端的动作识别
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https://github.com/stdAri/sEMG_DeepLearning#2数据集
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NinaWebhttp://ninapro.hevs.ch/node/7
NinaPro数据下载及数据说明https://datadryad.org//resource/doi:10.5061/dryad.1k84r
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SIA_delsys_16_movements_data数据下载https://download.csdn.net/download/malele4th/11088765
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https://github.com/stdAri/sEMG_DeepLearning#3方法
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https://github.com/stdAri/sEMG_DeepLearning#3-2-深度学习方法
https://github.com/stdAri/sEMG_DeepLearning#3-3-网络结构
https://github.com/stdAri/sEMG_DeepLearning#ninapro-db1中的ml-cnn类似于nlp中的textcnn模型没有embedding层
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https://github.com/stdAri/sEMG_DeepLearning#ml-cnnmulti-stream-convolutional-operation-and-large-pooling-window-cnn
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