Home Automation through Hand Gestures Using ResNet50 and 3D-CNN

This paper talks about using hand movements for the operations of electrical equipment at home. With the use of the much-advanced algorithms - 3D-CNN and ResNet50 to increase the accuracy in detecting the hand gesture to correctly predict the right motion for the functioning of the electrical device...

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Bibliographic Details
Main Authors: Ankitha Raksha, Raghul Krishna Rajasekaran, Praveen Francis, Suhas Yogeshwara, Alexander I. Iliev
Format: Article
Language:English
Published: Bulgarian Academy of Sciences, Institute of Mathematics and Informatics 2021-09-01
Series:Digital Presentation and Preservation of Cultural and Scientific Heritage
Subjects:
Online Access:https://dipp.math.bas.bg/dipp/article/view/84