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      Intelligent Gesture Recognition System for Differently Abled Persons Using Deep Learning

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      research-article
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      ScienceOpen Preprints
      ScienceOpen
      Gesture based, KNN, Deep Learning, Tensor flow.
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            Abstract

            Communication is the fundamental channel to share thoughts. As of late the hard of hearing, stupid and visually impaired unfortunate casualties expanded. Since almost totally senseless can't speak with ordinary individual. New situation is the place the idiotic, hard of hearing speak with visually impaired individuals. Signal acknowledgment is the scientific explanation of a human movement by a registering gadget. Gesture based communication give best correspondence stage to the consultation hindered and moronic individual to speak with ordinary individual. The Deaf and dumb use hand motions to convey though dazzle individuals can hear just the voice and correspondence through voice. So change of hand signals to voice yield is the arrangement. So as to draw a stage nearer to these objective applications we use KNN calculation with Deep learning and Tensor flow method. The thoughts comprised of structuring and actualize a framework utilizing man-made brainpower, picture preparing and information mining ideas to accept contribution as hand signals and produce unmistakable yields as content and voice with 95% accuracy and above through proposed work.

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            Author and article information

            Journal
            ScienceOpen Preprints
            ScienceOpen
            1 June 2022
            Affiliations
            [1 ] P.E.S College of Engineering Mandya Karnataka
            [2 ] Research Scholar & PG Student
            Author notes
            Article
            10.14293/S2199-1006.1.SOR-.PPK1YHU.v1
            37c2a3cc-93e6-4d24-928c-d8170aed91b1

            This work has been published open access under Creative Commons Attribution License CC BY 4.0 , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Conditions, terms of use and publishing policy can be found at www.scienceopen.com .


            Data sharing not applicable to this article as no datasets were generated or analysed during the current study.
            Computer science
            Gesture based, KNN, Deep Learning, Tensor flow.

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