It was developed with the Yolo model and the mediapipe library was used for hand detection.

Implementation that acts as a Horizontal Mouse Wheel with contactless control. For this implementation, we need just two electronics component and simple code written with Python.

Developed a contactless human–computer interaction system using OpenCV and MediaPipe for real-time hand gesture recognition. The system enables virtual mouse control, scrolling, clicking, volume adjustment, and typing through a virtual keyboard, improving accessibility and touchless interaction with computers.

A multimodal HCI system enabling intuitive, contactless control through hand gestures and voice input. Built with Python, MediaPipe, and OpenCV, it features a virtual keyboard, mouse, volume control, drawing app, a hand-controlled car racing game, and a voice-driven snake game. Ideal for accessibility, productivity, and gaming.