The project aims to solve the problem of enabling real-time communication for individuals who use American Sign Language (ASL). By recognizing ASL gestures and translating them into text or spoken language, this system can facilitate communication between individuals who are deaf or hard of hearing and those who may not know ASL. This technology has the potential to improve accessibility and inclusivity for the deaf community.