Colony-YOLO: A Lightweight Micro-Colony Detection Network Based on Improved YOLOv8n

Colony-YOLO: A Lightweight Micro-Colony Detection Network Based on Improved YOLOv8n

The detection of colony-forming units (CFUs) is a time-consuming but essential task in mulberry bacterial blight research. To overcome the problem of inaccurate small-target detection and high computational consumption in mulberry bacterial blight colony detection task, a mulberry bacterial blight c...

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Bibliographic Details
Main Authors: Meihua Wang, Junhui Luo, Kai Lin, Yuankai Chen, Xinpeng Huang, Jiping Liu, Anbang Wang, Deqin Xiao
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Microorganisms
Subjects:
colony detection
mulberry bacterial blight
YOLOv8
StarNet
attention mechanism
loss function
Online Access:https://www.mdpi.com/2076-2607/13/7/1617
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