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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) |
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| Paper Title: | Hand Sign Recognition for specially-abled using CNN |
| Authors Name: | Akhilesh , Devesh Bisht , Ishant Bhatt , Aditya Rawat , Ms. Medhavi Pandey |
| Download E-Certificate: | Download |
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IJNRD_190543
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| Published Paper Id: | IJNRD2304149 |
| Published In: | Volume 8 Issue 4, April-2023 |
| DOI: | |
| Abstract: | One of the most important problems that our societies are facing is people who are specially-abled that are unable to communicate with normal people. More than 5% of the population around the world are deaf and dumb. The only means of communication for a person with special needs who is unable to talk or hear anything is sign language. People who are physically disabled can express their thoughts and emotions through signs using sign language. Some people can understand their thoughts and emotions but the other remaining are unable to understand their thoughts and emotions. So, we need a translator to understand what they speak and communicate with us. The main aim of this proposed work is to develop a cost-effective model to predict hand gestures using American sign language for communication between normal people and specially-abled people. In order to identify the alphabet and motions of an American sign language dataset, this research effort presents a revolutionary hand sign identification system. Using computer vision and neural networks, we can recognise the signs and output the proper alphabet. |
| Keywords: | Specially-abled people, Sign language, CNN (Convolutional Neural Network), Open CV, AI- Artificial Intelligence, ANN (Artificial Neural Network) |
| Cite Article: | "Hand Sign Recognition for specially-abled using CNN", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 4, page no.b421-b424, April-2023, Available :http://www.ijnrd.org/papers/IJNRD2304149.pdf |
| Downloads: | 000118749 |
| 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 |
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Published Paper ID:IJNRD2304149 Registration ID: 190543 Published In: Volume 8 Issue 4, April-2023 DOI (Digital Object Identifier): Page No: b421-b424 Country: Rohini, Delhi, Delhi, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2304149 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2304149 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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