1 publication

• Published Subscription Original Research 8 Aug 2024

  Implementation of Human Gesture Recognition Using CNN

  By A. A. Hakim, A. D. Harale, A. O. Mulani, K. J. Karande

  Abstract: A gesture popularity system based entirely on convolutional neural networks (CNNs). Preprocessing techniques include segmentation, polygonal approximation, contour construction, morphological filters, and resource characteristic extraction. Various convolutional neural networks are employed for training and testing, with results compared to existing architectures and protocols. All generated measurements and convergence graphs produced at any point during education are examined and contested in order to verify the reliability of the approach offered. Our …

  Published in Journal of Control & Instrumentation · Vol. 15, Issue 2, 2024 · pp. 24–37 Read article →