Video-based motion counting and analysis systems and methods for virtual fitness application

This is a software system that watches a single person exercising through a camera. It uses advanced computer vision, specifically a type of AI called a Convolutional Neural Network, to identify the person's body movements and count repetitive actions like steps, jumps, or squats. If multiple people are in view, the system focuses on the one most in the center to provide a game-like fitness experience.