aditya9710/aim_gaitanalysistoolkit

Code base for learning motion data

AIM Gait Anaylsis Toolkit

This is a tool kit for Gait Analysis to work with the Vicon tool kit. It provides tools to analyze gaits, including separating the gait cycle

Authors

• Nathaniel Goldfarb ([email protected])
• Alek Lewis ([email protected])

Dependencies

This package requires:

• Python 3.8
• AIM_Vicon
• AIM_GaitCore
• numpy
• scipy
• matplotlib
• pandas
• dtw

Install

This package and its dependencies can be installed automatically via pip.

pip install git+https://github.com/WPI-AIM/AIM_GaitAnalysisToolkit.git

(If you have both Python 2 and Python 3 installed you'll need to use pip3 - pip defaults to Python 2 if installed.)

Upgrading

This package can be upgraded via pip:

pip install --upgrade git+https://github.com/WPI-AIM/AIM_GaitAnalysisToolkit.git

If necessary, Vicon and GaitCore can also be upgraded via pip:

pip install --upgrade git+https://github.com/WPI-AIM/AIM_Vicon.git

pip install --upgrade git+https://github.com/WPI-AIM/AIM_GaitCore.git

Data

Gaiting data can be found here.

• AIM_GaitData

Learning tools

• The Model folder holds the different algorthum to for training. It should extend ModelBase.py.
• The Trainer folder holds the trainer for the different algorithums. Its name should match the training algorithum used internial followed by Trainer. Follow the convention set. It should extend TrainerBase.py.
  This class sould prepare the data to be trained and save the trained model.
• The Runner folder holds all the Runners for the trained model. It runs a trained model. It should follow the set naming convetion and extend RunnerBase.py.