Volume 2 - Issue 1, January - February 2026

Communication is the most vital mode of social interaction, but many people have a problem with hearing and speaking, and they communicate by the sign language[1]. Most people don’t know sign language, which is their main form of communication. That’s why we made a robot that detects through the camera module and recognize it and communicates with them[2]. The robot converts the speech, and with them, and robot arms mimic the same sign movements[3]. It is developed with the Arduino Mega 2056 as the central controller; it is a hardware-based algorithm. This present two-way communication[1][2]. So that people can speak with others like normal people who don’t know sign language; it is like a realtime robot interface[3].

Krutika Anil Narvekar, Disha Vasant Mestry, Prachi Prakash Redij, Delecta Louis Almeida, Palak Shekhar Warkhandkar, Tushar Mahadev Patil,"Talk2Sign Robot" International Journal of Advanced Multidisciplinary Research and Educational Development, V2(1): Page(610-614) Jan-Feb 2026. ISSN: 3107-6513. www.ijamred.com. Published by Scientific and Academic Research Publishing.