IJSRTD | Research Paper Details

Research Paper Details

Title	SIGN LANGUAGE RECOGNITION USING DEEP LEARNING
Research Area	Computer Science
Abstract	Every day, millions of individuals with hearing and speech disabilities rely on sign languages for communication. Just as voice recognition serves the needs of others, gesture recognition is a natural communication method for the hearing-impaired. This paper explores the challenge of converting sign language into text and proposes a more efficient approach using machine learning techniques. Our goal is to develop a system that facilitates collaboration and communication between hearing-impaired individuals and those who are not proficient in American Sign Language (ASL). To achieve this, we will use Transfer Learning and Data Augmentation to develop a deep learning model tailored to the ASL dataset
Keywords	Deep Learning,Cnn
Paper Status	Published
Volume	1
Issue	1
Published On	09/03/2025
Published File	IJSRTD_4824.pdf