Sign-Verse – Sign Language Recognition System Using Convolutional Neural Networks

Sign-Verse presents a cutting-edge Sign Language Detection System (SLDS) driven by Convolutional Neural Networks (CNNs) with the goal of assisting the deaf and hard-of-hearing community in overcoming communication obstacles. Using Google Text-to-Speech API and state-of-the-art technology, the system converts hand gestures into text and speech formats with ease. It also has an emergency services capability that sends distress signals via emails to pre-designated emergency contacts in response to certain motions. Sign-Verse turns standard communication methods on their head, making it a revolutionary tool that improves safety and reach for individuals using sign language. Real-time gesture interpretation, multi-modal output display, and quick emergency reaction mechanisms are some of its key aspects, which highlight how important it is to promote inclusion and wellbeing.