Real-Time Sign Language Interpreter Using MediaPipe, Dynamic Time Warping, and NLP
摘要
The “Sign Language Interpreter” project dedicates itself to helping individuals facing communication challenges by enabling those unable to express themselves through other means. This innovative study utilized hand gestures to generate sentences in time, thereby facilitating effective communication. Inspired by the language of signs, our system employs algorithms for gesture recognition. It translates the nuances of hand movements into sentences ensuring accuracy and contextual understanding. The sign language interpreter incorporates cutting-edge technologies to comprehend sign language intricacies.