Equipment Identification and Localization Method Based on Improved YOLOv5s Model for Production Line

Equipment Identification and Localization Method Based on Improved YOLOv5s Model for Production Line

Intelligent video surveillance based on artificial intelligence, image processing, and other advanced technologies is a hot topic of research in the upcoming era of Industry 5.0. Currently, low recognition accuracy and low location precision of devices in intelligent monitoring remain a problem in p...

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Bibliographic Details
Main Authors: Ming Yu, Qian Wan, Songling Tian, Yanyan Hou, Yimiao Wang, Jian Zhao
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
YOLOv5s
production line equipment
CA attention module
GSConv
Slim-Neck
Decoupled Head
Online Access:https://www.mdpi.com/1424-8220/22/24/10011

Internet

https://www.mdpi.com/1424-8220/22/24/10011

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