The system detects hand movements in real time and registers selections using a pinch gesture, creating a touch-free and interactive experience. 🔹 Basic Working: 1.Live webcam feed captured using ...
Abstract: With the rapid progress of technology, traditional presenting styles sometimes fail to engage audiences effectively. The search for new ways to improve user engagement has been spurred by ...
This project implements a real-time ASL alphabet recognition system using a laptop webcam, OpenCV, MediaPipe/cvzone for hand detection, and a custom-trained Convolutional Neural Network (CNN). The ...