Farsana K A
, Aman Rasheed , Mehna Zainab Ikbal , Nila Rajesh , Muhammed Shefeek
Sign language recognition, Gesture recognition, ASL, Hearing disability.
Both the deaf and the dumb use sign language frequently. The conversations have been more convenient for them. However, sign language may seem strange to those who have not studied it, or sign movements may be mixed up and confused with those who speak a different language. As a result, the goal of this initiative is to serve as a link between sign language users and those who doesn't use sign language. The technology offers two options: 1) to learn sign language, and 2) to translate sign language in real-time. The user can record live video when the system is acting as a translator. The text for the sign will then be shown after the system has recognized the sign gesture. The user can mimic the sign displayed by the system for a certain sign when the system is used to learn. And the system will verify whether what the user has shown is accurate or not. The system is trained, and the photos are classified, using a database of Indian sign language. The area of interest, in this case, the hand, goes through several processes, such as using the OpenCV (module of Python) or CNN (Convolutional Neural Network) processes to recognize the sign.
"Sign language translator", IJSDR - International Journal of Scientific Development and Research (www.IJSDR.org), ISSN:2455-2631, Vol.8, Issue 5, page no.1857 - 1861, May-2023, Available :https://ijsdr.org/papers/IJSDR2305293.pdf
Volume 8
Issue 5,
May-2023
Pages : 1857 - 1861
Paper Reg. ID: IJSDR_206017
Published Paper Id: IJSDR2305293
Downloads: 000347199
Research Area: Engineering
Country: Thodupuzha, Kerala, India
ISSN: 2455-2631 | IMPACT FACTOR: 9.15 Calculated By Google Scholar | ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 9.15 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
Publisher: IJSDR(IJ Publication) Janvi Wave
