Character recognition using Hand Gesture Recognition and Character Identification using CNN

Character recognition using Hand Gesture Recognition and Character Identification using CNN

Sravanthi Latha Mangalarapu

Robotic Process Automation (RPA) Developer

Wipro Technologies Ltd, Gachibowli, India

Siri Sriramoju

Student, South Forsyth High School, Cumming, Georgia, USA

Abstract

Hand gestures have been a vital part of correspondence starting from the start of the period the hand gestures are the groundwork of gesture-based communication, which is a visual type of correspondence. The main method for a post with somebody who can't hear or communicate is through communication via gestures. The capacity to express one's thoughts and feelings is a gift for those with actual handicaps. With the assistance of computer vision and neural networks, the creator can perceive the signs and give related text output. A clever procedure of gesture-based communication acknowledgment has been proposed in this work for sensing the letter sets and gestures in gesture-based communication.

Keywords: Segmentation, sign language recognition, Image Preprocessing