• PRAVIN.T
• N Deepa
• Karthick.P
• NETHAJI.R

Considerable progress has been made in recent years with the development of Handheld Gesture Recognition (HGR) technology, whose success is due in large part to the seamless integration of mechanical systems Physical gesture with ground a it seems in reality has emerged as a common and natural way of communicating between humans and personal computers. By recognizing the potential of this form of communication, our project aims to pioneer a sophisticated design. This algorithm is not only dedicated to identifying moving hands; Instead, it wants to understand, explain, and even simulate the complexities of human emotions. The cornerstone of this effort is the use of Computer Vision (CV), a revolutionary project that allows machines to derive higher levels of understanding from visual information in our case, CV is a gesture recognition technology. The system analyzes these gestures through the lens of a camera that captures the live image and makes decisions based on complex algorithms that are fine-tuned to recognize subtle human details. In today’s connected world, effective communication is a basic need for everyone. However, individuals with hearing and speech impairments face unique challenges in expressing their thoughts and feelings. Recognizing this communication gap, our work takes bold steps towards inclusion We envision new programs that act as a bridge between sign language, Deaf and Deaf community communication in particular, and the word a they swear This pioneering program aims to empower individuals by providing them with a fluid and expressive way to engage with the wider community.

Handheld Gesture Recognition (HGR), integration, gesture recognition, algorithm, Computer Vision (CV), communication, inclusion, sign language.

"Hand Gesture Recognition System for Dumb And Deaf People", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 4, page no.a241-a246, April-2024, Available :http://www.jetir.org/papers/JETIR2404034.pdf

"Hand Gesture Recognition System for Dumb And Deaf People", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 4, page no. ppa241-a246, April-2024, Available at : http://www.jetir.org/papers/JETIR2404034.pdf