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Diagnosis of gait disorder by Human pose estimation Hits

Our Team

  • TaeYun Kim (💻 School of Computer Science & Engineering, Chung-Ang Univ.)
  • MinKi Kang (💻 School of Computer Science & Engineering, Chung-Ang Univ.)
  • JuHo Lee (💻 School of Computer Science & Engineering, Chung-Ang Univ.)

Our Model Output

result

PipeLine

flow

Install

Before running this program, please create a virtual environment by running the code below for a better execution environment.

$ git clone https://github.com/KimTaeYun02/Diagnosis_of_gait_disorder_by_Human_pose_estimation.git
$ conda create -n Gait_Classifier python=3.8
$ conda activate  Gait_Classifier
$ pip install -r requirements.txt

This code was tested with python 3.8.13, pycaret 1.9.0, mediapipe 0.8.10.1

How to Use

Please Check Gait_Classification_Demo