• ISSN: 2349-6002
  • UGC Approved Journal No 47859
Author Login IJIRT Partner Network (IPN) Login

INDIAN SIGN LANGUAGE TRANSLATION SYSTEM USING DEEP CONVOLUTIONAL NEURAL NETWORK

  • Unique Paper ID: 150388
  • Volume: 7
  • Issue: 5
  • PageNo: 160-164
  • Abstract:
  • The deaf and mute individuals are a very important part of our society. Due to lack of aware-ness of sign languages among the general population, these individuals are often isolated. An effective solution for breaking this barrier is needed. In this paper we have discussed the implementation of a sign language translator by using Convolutional Neural Network (CNN). A few preprocessing techniques such as Skin Masking and Canny Edge Detection is applied. Finally the model of Convolutional Neural Network is applied by taking into account its recent advances for better detection of hand movements and classification. It has an excellent performance in machine learning problems.
email to a friend

Cite This Article

  • ISSN: 2349-6002
  • Volume: 7
  • Issue: 5
  • PageNo: 160-164

INDIAN SIGN LANGUAGE TRANSLATION SYSTEM USING DEEP CONVOLUTIONAL NEURAL NETWORK

Related Articles

Impact Factor
8.01 (Year 2024)
UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Archive

View More

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry