Action Recognition System for Sign Language Using TensorFlow & OpenCV

Abstract

To confirm the communication between two people, both parties However, for the deaf and dumb, it is a means of communication They use poetic language to communicate with each other and with ordinary people, however Most people ignore the importance of poetic language. Not everyone knows and knows the language of poetry Communication between the hearing and the deaf is difficult. It is possible to train a people to interpret different sign language symbols into English. This facilitates communication for both deaf and non-deaf. A unified system for recognising Indian signal languages through machine learning algorithms is an approach that uses a webcam to generate an Indian Sign Language dataset, which is then used to train TensorFlow models through cross-learning to generate real-time programming languages.