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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 5 | Month- May 2024
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Published Paper Details:
Paper Title
GESTURE RECOGNITION OF INDIAN SIGN LANGUAGE USING CNN
Authors
Sumathi A, Lakshmi Bhaskar, Ashwini S Savanth
Keywords
Hand gestures, CNN, Hearing-impaired, Sign language.
Abstract
Speaking disability community use hand gestures as a communication tool with the abled community. It is useful for connecting people with computers. This paper mainly focuses on converting sign language that has been communicated through the means of digital media such as live video chats, video messages, etc. to text. The speech-impaired individual performs the necessary signs/gestures that indicate the message they want to convey to the camera that records the video. This video is then pre-processed and implemented in the model that has been trained to recognize similar object patterns in videos. The model is trained using a dataset comprising of images. The model is then checked for accuracy and necessary steps are taken to ensure that it predicts accurately. This model is used to recognize sign language gestures performed by speech-impaired individuals for easier communication.
IJCRT's Publication Details
Unique Identification Number - IJCRT2207046
Paper ID - 222625
Page Number(s) - a410-a413
Pubished in - Volume 10 | Issue 7 | July 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Sumathi A, Lakshmi Bhaskar, Ashwini S Savanth, "GESTURE RECOGNITION OF INDIAN SIGN LANGUAGE USING CNN", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 7, pp.a410-a413, July 2022, Available at :http://www.ijcrt.org/papers/IJCRT2207046.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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