Vyayam AI: A Machine Learning enabled Rep Counter and Posture Correction Mobile Application

Vyayam AI is an Android fitness app that entails an extensive change in the direction of the way users view their exercises. Developed using React Native, Expo, and making use of the tfjs-react-native library, Vyayam AI offers nothing less than cutting-edge technology built on human-centric design, real-time posture correction, and rep counting functionalities. In the core, Vyayam AI uses the MoveNet SinglePose Lightning model for accurate and high-speed detection of body pose. Having the human key points collected in real-time, users can receive the angles inside their bodies immediately and are guided directly in proper exercise form. By enjoyable voice-based training, users are assisted with regard to maintaining the rigid or proper postures throughout the workout. The app's rep counter feature goes ahead of just recording the movements. With flexible feedback adjusting, Vyayam AI stands out for its ability to make measurements on every posture that changes, easily estimating the start and end point of repetitions like push-ups, bicep curls, and so on. The information will be managed effectively through the use of AsyncStorage that allows the app to save the exercises, among others, like analysis on the user's device. This kind of presentation is compiled in an easy-to-understand way for the athletes, with specifics of trainings and key performance metrics among the features specially laid out. Athletes will effortlessly be able to track their progress, view areas they need to improve, and will remain motivated to remain fully committed towards their fitness goals.