Motion Matrix Evaluation

State of the art for estimation of motion matrix involving pose estimation using mediapipe and dynamic time wrapping.

DEMO

Functionalities

• Draw posture on frames using media pipe
• motion comparison and scoring using Dynamic Time Wraping

Tech Stack

• Mediapipe:
• opencv
• dtaidistance

Introduction

Bodytracking to compare two 5-second dance videos and generate a score.

Working

This model is used to score motion and action using Dynamic Time Wraping and posture dectection. It can be used in various applications like dance training, gym tutor.

Running Instruction

open terminal and type the following

$ git clone https://github.com/Namangarg110/motion_matrix_evaluation
$ cd motion_matrix_evaluation
$ python3 -m venv motion-env
$ source motion-env/bin/activate
$ pip3 install -r requirements.txt
$ python3 main.py

output

Final Score is : <score>

Made By

Naman Garg

Made with ❤️ by Naman