Gait Dynamics

Faculty Member

Richard Sowers and Manuel Hernandez

Project Image

We will work with the gait video data to try to detect Multiple Sclerosis (MS) and  Parkinson's disease.  We will use deep learning classification tools on key-point features extracted via Open-Pose (https://github.com/CMU-Perceptual-Computing-Lab/openpose).  The focus of the project will be to understand and optimize several PyTorch-based classification algorithms.  See https://doi.org/10.1109/EMBC.2019.8857604 for related work.

Team Meetings

weekly

Project Difficulty

Advanced

Undergrad Prerequisites

Coding experience in Python required.  Please mention any experience with PyTorch/deep learning in your application.  Please also mention your github repo with python (if you have one) in your application.