FitRep
iOS
About This Project
FitRep is a fitness app designed for beginners to ensure correct exercise form using Apple's Create ML to build a custom action classification model. The MVP focuses on bicep curls with real-time feedback.
My Role
I was responsible for integrating the machine learning model into the application and contributing to the development of the user interface.
Challenges & Solutions
1
As it was my first time working with computer vision, I found it technically quite challenging. I had to quickly learn about dataset collection, training custom models, and deploying them. After spending some time learning Apple's Create ML and experimenting with the Vision framework to better understand action classification, I was finally able to integrate the model with the camera.
Key Features
Movement guide before each session
Customizable sets and reps
Real-time feedback on body movement
Project Information
Platform
iOS
Technologies
iOSAction ClassificationMachine LearningComputer Vision