AI Personal Trainer

This code records the number of bicep curls, pushups and squats. Videos of the code working are provided in each file with the .mov file

Objectives

The objective of this project was to learn some computer vision, with OpenCV and Mediapipe, along with applying some linear algebra to calculate the angles of specific exercises.

Libraries and Languages

OpenCV, MediaPipe, NumPy, and Python 3

Different Projects

Bicep Curls

In this project, I used OpenCV to record the amount of bicep curls I could do; in this project, the stage of my arm and the count is shown.

This is my arm going up

This is my arm going down

Push Up Counter

By readjusting the angles, it is easy to make a pushup counter using OpenCV and Numpy. Here are screenshots of the results.
This is me in an upstate of a pushup

This is me in the down state of a pushup

Squat Counter

A squat counter could be recreated by readjusting the angles again, but this time including the landmarks of the hip, knee, and ankle.

Anyways enjoy the project!