A Double-Branch Surface Detection System for Armatures in Vibration Motors with Miniature Volume Based on ResNet-101 and FPN

In this paper, a complete system based on computer vision and deep learning is proposed for surface inspection of the armatures in a vibration motor with miniature volume. A device for imaging and positioning was designed in order to obtain the images of the surface of the armatures. The images obta...

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Bibliographic Details
Main Authors: Tao Feng, Jiange Liu, Xia Fang, Jie Wang, Libin Zhou
Format: Artigo
Language:Inglês
Published: MDPI AG 2020-04-01
Series:Sensors
Subjects:
armature
computer vision
deep learning
surface inspection
Online Access:https://www.mdpi.com/1424-8220/20/8/2360
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