A Survey on Hand Gesture Sign Language Recognition with Arduino Leonardo

This study examined the research on the project investigates the integration of sign language into a hand gesture recognition system that relies on vision. the review's findings indicate that the field of The study of hand gesture recognition using eyesight is dynamic, with several investigations carried out and dozens of articles published yearly in journals and conference proceedings. Three crucial elements of the vision-based hand gesture recognition system, notably hand gesture representation, were the focus of the majority of these studies.deep learning methods with an Arduino Leonardo for hand gesture recognition. An accelerometer sensor on the Arduino Leonardo records dynamic hand movement data. After being sent to a computer, this sensor data is processed by a deep learning model that has been trained to identify particular motions. I practice word-by-word modeling rather than two-word, two-line training.