Static Hand Gesture Recognition System using Convolutional Neural Netwoks |
Author(s): |
| Varri Umasankara Rao , Vignan's Institute of Engineering for Women; Koratana Pavani, Vignan's Institute of Engineering for Women |
Keywords: |
| Convolutional Neural Networks, Hand Gesture, Deep Learning |
Abstract |
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Deep learning is driving advances in artificial intelligence. It is a subset of machine learning in artificial intelligence that has networks which are capable of unsupervised learning from data that is unstructured. The neural network is a computer system modeled on a human brain and nervous system where a particular input leads to a specific target output. Glove based gesture detection requires an extra equipment like sensors, specially designed gloves. In this paper, computer vision based gesture detection is used with the convolutional neural networks. Gestures captured from the camera are given to trained network as an input to interpret the gesture. Accuracy will be improved as the convolutional neural network is created with the dataset of hand gestures. |
Other Details |
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Paper ID: IJSRDV6I10672 Published in: Volume : 6, Issue : 1 Publication Date: 01/04/2018 Page(s): 963-966 |
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