INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Through sign language recognition software in particular, technology has made great strides in recent years in bridging the communication gap for those with hearing and speech impairments. To interpret sign language gestures, these systems make use of cutting-edge methodologies like deep learning, computer vision, and neural networks. For instance, a study on Indian Sign Language employed real-time processing and grid-based characteristics to recognize different hand movements without the usage of external hardware. Another method for identifying and categorizing American Sign Language motions made use of the HSV color scheme and Convolutional Neural Networks (CNN). These developments mark significant steps forward in advancing hearing-impaired people’s communication, encouraging social integration, and cultivating a deeper comprehension of sign language in a variety of circumstances.
Keywords:
Convolutional Neural Network (CNN), Computer Vision, MediaPipe Holistic, Recurrent Neural Networks, SLR (Sign Language Recognition), SLT (Sign Language Translation).
Cite Article:
"Real Time Indian Sign Language Recognition using Convolutional Neural Network", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 2, page no.a683-a689, February-2024, Available :http://www.ijnrd.org/papers/IJNRD2402076.pdf
Downloads:
000118768
ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Facebook Twitter Instagram LinkedIn