American Sign Language Recognition Application

Through the applications of artificial intelligence (AI), the American Sign Language Recognition System (ASLRS)helps the hard of hearing by translating ASL gestures into voice or text. Due of the complexity of ASL's numerous hand shapes, motions, and expressions, the research employs deep learning techniques such as CNNs for gesture detection and Generative AI for contextual comprehension.The web-based program supports real-time operation, allowing users to enter gestures using a webcam or translate images or videos into text or voice. By using AI, computer vision, and human-computer interaction, the initiative seeks to increase communication inclusivity.