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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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Paper Title
GESTURE IDENTIFICATION USING MACHINE LEARNING
Authors
Bincy Annamma Saji, N C Chanjal, Ruhin Mary Saji, Nayana V
Keywords
dynamic time warping (DTW); hand gesture recognition (HGR); inertial measurement unit (IMU); machine learning; real-time learning; restricted coulomb energy (RCE) neural network.
Abstract
Hand gesture is one of the most helpful technique for deaf and dumb people.Gesture recognition is done using IMU sensors which plays an important role in various IOTs.We can train the gestures using offline phase and can recognize these gestures during the offline phase.Without proper training,we cannot recognize these gestures.For recognizing gestures,we use Bluetooth enabled hand motion trajectory mounted on the wrist for identification.But this technique may become difficult if it willnot perform perfectly or may be damage.We use machine learning approach in which Bluetooth enabled IMU are not required.We use SSD algorithm and Inception Model.We use hands for gesture recognition and these are taken as image through camera and loaded to the tensorflow memory.Then it is compared with the trained dataset.If it matches,output is displayed on the screen.
IJCRT's Publication Details
Unique Identification Number - IJCRT2008016
Paper ID - 197584
Page Number(s) - 105-110
Pubished in - Volume 8 | Issue 8 | August 2020
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Bincy Annamma Saji, N C Chanjal, Ruhin Mary Saji, Nayana V, "GESTURE IDENTIFICATION USING MACHINE LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 8, pp.105-110, August 2020, Available at :http://www.ijcrt.org/papers/IJCRT2008016.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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