AITP-YOLO: improved tomato ripeness detection model based on multiple strategies

AITP-YOLO: improved tomato ripeness detection model based on multiple strategies

IntroductionThis paper offers a multi-scale AITP-YOLO model, based on the enhanced YOLOv10s model, to address the challenges of difficult identification and frequent misdetection of tomatoes, facilitating ripeness detection under realistic conditions.MethodsA four-head detector incorporates a small...

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Bibliographic Details
Main Authors: Wenyuan Huang, Yiran Liao, Peiling Wang, Ziao Chen, Ziqi Yang, Lijia Xu, Jiong Mu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-05-01
Series:Frontiers in Plant Science
Subjects:
target detection
image recognition
YOLOv10
small target detection head
multi-scale
tomato
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2025.1596739/full
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