6TH International Congress on Technology - Engineering - Kuala Lumpur3 - Malaysia (2018-07-19)

Experimenting Hand Gesture Recognition Using Simple Deep Neural Network

This paper discusses an experiment with simple deep learning neural network (DLNN) to recognize hand gestures. The DLNN is experimented using different numbers of hidden layers and hidden neurons, resulting the best accuracy rate of 89.72%. Six different types of hand gestures are considered.
Mostafa Alghamdi, Tami Alwajeeh, Fahad Aljaber, Rahmat Budiarto, Setiawan Assegaff