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A RNN Classification of various leg movements using different lower limb muscle sEMG data.

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A RNN Classification of various leg movements using different lower limb muscle sEMG data.

Link to Dataset: http://archive.ics.uci.edu/ml/datasets/emg+dataset+in+lower+limb

Getting Started

First, clone the repository.

git clone https://github.com/hkair/sEMG_Classification.git

Prerequisites

cd .. into repository

Installing

A step by step series of examples that tell you how to get a development env running

  1. Activate the environment
source env/bin/activate
  1. Install dependencies.
pip install requirements.txt 
  1. Run model_train.py, or LSTM_keras.ipynb
python model_train.py
jupyter notebook

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A RNN Classification of various leg movements using different lower limb muscle sEMG data.

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  • Jupyter Notebook 98.5%
  • Python 1.5%