Lightweight Architecture for Real-Time Hand Pose Estimation with Deep Supervision

Lightweight Architecture for Real-Time Hand Pose Estimation with Deep Supervision

The high demand for computational resources severely hinders the deployment of deep learning applications in resource-limited devices. In this work, we investigate the under-studied but practically important network efficiency problem and present a new, lightweight architecture for hand pose estimat...

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Bibliographic Details
Main Authors: Yufei Wu, Xiaofei Ruan, Yu Zhang, Huang Zhou, Shengyu Du, Gang Wu
Format: Article
Language:English
Published: MDPI AG 2019-04-01
Series:Symmetry
Subjects:
hourglass
3D regression
deep supervision
prune
deployment optimization
convolutional neural network
Online Access:https://www.mdpi.com/2073-8994/11/4/585

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