Indian Sign Language Recognition System

Authors : Saurabh Kumbhar; Abhishek Landge; Akash Kulkarni; Devesh Solanki; Vidya Kurtadikar

Volume/Issue : Volume 6 - 2021, Issue 6 - June

Google Scholar :

Scribd :

Sign language is a visual language that uses hand gesture, change of hand shape and track information to express meaning, and is the main communication tool for people with hearing and language impairment. Recently, there has been an increase in research in the field of deep learning and creation of deep learning libraries like tensorflow, keras etc. have made it easy to make use of convolutional neural networks. It has made it easy to create different layers like convolutional layers, pooling layers, fully connected layers etc. Based on the recent developments and technology we are proposing a system for sign language recognition of alphabets and numbers based on CNN. We have used CNN because it increases the accuracy of the system by recognizing hidden patterns and correlation in raw data.

Keywords : Convolution Neural Network (CNN), tensorflow, Keras, Indian Sign Language(ISL), American Sign Language(ASL)


Paper Submission Last Date
28 - February - 2023

Paper Review Notification
In 1-2 Days

Paper Publishing
In 2-3 Days

Video Explanation for Published paper

Never miss an update from Papermashup

Get notified about the latest tutorials and downloads.

Subscribe by Email

Get alerts directly into your inbox after each post and stay updated.

Subscribe by RSS

Add our RSS to your feedreader to get regular updates from us.