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INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
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| Paper Title: | Sign language translator |
| Authors Name: | Farsana K A , Aman Rasheed , Mehna Zainab Ikbal , Nila Rajesh , Muhammed Shefeek |
| Unique Id: | IJSDR2305293 |
| Published In: | Volume 8 Issue 5, May-2023 |
| Abstract: | 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. |
| Keywords: | Sign language recognition, Gesture recognition, ASL, Hearing disability. |
| Cite Article: | "Sign language translator", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.8, Issue 5, page no.1857 - 1861, May-2023, Available :http://www.ijsdr.org/papers/IJSDR2305293.pdf |
| Downloads: | 000337214 |
| Publication Details: | Published Paper ID: IJSDR2305293 Registration ID:206017 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: 1857 - 1861 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
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