Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection

Application Research of Improved YOLO V3 Algorithm in PCB Electronic Component Detection

Target detection of electronic components on PCB (Printed circuit board) based on vision is the core technology for 3C (Computer, Communication and Consumer Electronics) manufacturing companies to achieve quality control and intelligent assembly of robots. However, the number of electronic component...

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Bibliographic Details
Main Authors: Jing Li, Jinan Gu, Zedong Huang, Jia Wen
Format: Article
Language:English
Published: MDPI AG 2019-09-01
Series:Applied Sciences
Subjects:
electronic component detection
PCB
improved YOLO V3
virtual image
YOLO outputs
synthesized data
Online Access:https://www.mdpi.com/2076-3417/9/18/3750

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https://www.mdpi.com/2076-3417/9/18/3750

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