furio1999 / Sport_position_tracking

A small application to track the athlete gesture and motion over time for running, taekwondo, cycling, triathlon Frameworks: Mediapipe

Sport_position_tracking

A small application to track the athlete gesture and motion over time

Key Sports: running, taekwondo, cycling, triathlon

Frameworks: Mediapipe

Features:

• angle tracking
• trajectory tracking
• AI-Trainer

angle tracking:

MediaPipe number body mapping:

Install all the libraries of this project:

pip install -r requirements.txt

Clone the repo:

git clone https://github.com/furio1999/Sport_position_tracking.git

cd [PATH-TO-THE-REPO]/application

start the video application:

# Run on the webcam
python sport_pose.py --camera

# Run on video 
python sport_pose.py --video [PATH_TO_VIDEO] #eg. --video videos/tkd.mp4

activate the desired features

#perform trajectory tracking (taekwondo video)
python sport_pose.py --trajectory_tracking

#perform running form evaluation (use 1500_doha.mp4 to reproduce my results)
python sport_pose.py --running_evaluation

choose the desired body part to track

python sport_pose.py --body_part [NAME_OF_PART]
#see the help section

choose a single mediapipe joint to track

python sport_pose.py --joint [NUMBER OF JOINT]
#refers to mediapipe number mapping https://google.github.io/mediapipe/solutions/pose.html

Set up the duration (default value of 45s), otherwise press "q" to stop the application:

python sport_pose.py --duration [SECONDS]

help and explanation on a specific command

python sport_pose.py [COMMAND] -help
#es. --body_part -help