FitML

Have your exercises analyzed with Computer Vision and Deep Learning

Elijah

10/28/20241 min read

Elevate your exercises with FitML!

What is FitML?

FitML is a free to use web app for exercise analysis. As an avid weightlifter and gym-goer, I like to analyze my form to ensure my safety during exercising. As I don't always have a buddy with me to help, I decided to use deep learning and computer vision for pose estimation modeling and video manipulation for analysis overlay. Then, using the landmarks, FitML calculates the angle of movement during a given exercise (for example, the angle of a user's squat). After pose estimation and angle calculation, FitML uses overlays the estimated pose as well as the angle and range of motion classification. FitML will also calculate the repetitions, stability, velocity, alignment, and symmetry of a given exercise.

Where can I use FitML?

FitML is currently still in Research and Development, with a planned launch alongside my mobile iOS app, Toro Fitness. Toro Fitness will be an all-in-one fitness app, from combining data from HealthKit to weight and macro logging. FitML will be implemented to allow users to have their exercises analyzed for better performance!