Sign Language Detection

  • Unique Paper ID: 157900
  • Volume: 9
  • Issue: 8
  • PageNo: 215-218
  • Abstract:
  • Deaf people are people at the deepest psychological level . Many of these people have not been exposed to sign language, and knowing that they can connect with other s by signing 4464s and expressing their love and feelings can bring great relief on a psychological level. It has been observed that approximately 5% of the world's population suffers from hearing loss. Deaf and mute people use sign language as the primary means of expressing their thoughts and ideas to those around them. Uses a variety of hand and body gestures. People use sign language to It is presented in a way that reduces the communication gap with the general public.This project allows people to communicate with the character 's hand poses to recognize various gesture-based characters . The controller for this assistive software is a designed to process images of gestures, recognizing characters using different image processing techniques and deep learning models. The characters are converted to speech in real time using the text-to-speech engine.

Copyright & License

Copyright © 2025 Authors retain the copyright of this article. This article is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

BibTeX

@article{157900,
        author = {Vishwas H S and Sourav Nagesh and Suhruth R and Sai Nagesh C H and Manasa Sandeep},
        title = {Sign Language Detection},
        journal = {International Journal of Innovative Research in Technology},
        year = {},
        volume = {9},
        number = {8},
        pages = {215-218},
        issn = {2349-6002},
        url = {https://ijirt.org/article?manuscript=157900},
        abstract = {Deaf  people are people at the  deepest psychological level . Many of these people have not been exposed to sign language, and knowing that they can connect with other s by signing 4464s and expressing their love and feelings can bring great relief on a psychological level. It has been observed that approximately 5% of the world's  population suffers from hearing loss. Deaf and mute people use sign language as the primary means of expressing their thoughts and ideas to those around them. Uses a variety of hand and body gestures. People use sign language to It is presented in a way that reduces the communication gap with the general public.This project allows people to communicate with the character 's hand poses to recognize various gesture-based characters . The controller for this assistive software is a  designed to process images of gestures, recognizing characters using  different image processing techniques and  deep  learning models. The characters are converted to  speech in real time using the  text-to-speech engine.},
        keywords = {OpenCV,Python,facial recognition,LSTM,SVM,
CNN,RNN,ANN.},
        month = {},
        }

Cite This Article

  • ISSN: 2349-6002
  • Volume: 9
  • Issue: 8
  • PageNo: 215-218

Sign Language Detection

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