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Gesture Classification Using Machine Learning Approach

Journal: International Journal of Mechanical and Production Engineering Research and Development (IJMPERD ) (Vol.10, No. 3)

Publication Date:

Authors : ;

Page : 13435-13440

Keywords : Activation Function; Convolution Neural Network; Hand Gesture; Classification;

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Gesture classification is vital role to convey information between communications. Classification shows correct path for predict correct communication. Machine learning provide automated improved algorithm in the set of artificial intelligence. In this paper, we proposed machine learning classification approach for hand gesture recognition. In classification system classify the hand gesture images with better accuracy. Proposed system also differentiates different activation functions for non linear transformation of hand gestures as input to complex tasks. Proposed system compares and classifies dataset using convolutionneural network algorithm using different activation functions.

Last modified: 2020-10-01 14:12:51