Real-Time Hand Gesture Recognition Based on Deep Learning YOLOv3 Model

Real-Time Hand Gesture Recognition Based on Deep Learning YOLOv3 Model

Using gestures can help people with certain disabilities in communicating with other people. This paper proposes a lightweight model based on YOLO (You Only Look Once) v3 and DarkNet-53 convolutional neural networks for gesture recognition without additional preprocessing, image filtering, and enhan...

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Bibliographic Details
Main Authors: Abdullah Mujahid, Mazhar Javed Awan, Awais Yasin, Mazin Abed Mohammed, Robertas Damaševičius, Rytis Maskeliūnas, Karrar Hameed Abdulkareem
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Applied Sciences
Subjects:
convolutional neural network
hand gesture
digital image processing
YOLOv3
artificial intelligence
Online Access:https://www.mdpi.com/2076-3417/11/9/4164

Internet

https://www.mdpi.com/2076-3417/11/9/4164

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