hkair / sEMG_Classification

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

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

2. Install dependencies.

pip install requirements.txt 

3. Run model_train.py, or LSTM_keras.ipynb

python model_train.py

jupyter notebook