This manuscript presents a full duplex communication system for the Deaf and Mute (D-M) based on Machine Learning (ML). These individuals. who generally communicate through sign language. are an integral part of our society. https://iydbevbrfji6l.blog-kids.com/35130659/overview-of-animal-infectious-disease-situation-in-the-republic-of-dagestan-in-2023