YOLO-ALW: An Enhanced High-Precision Model for Chili Maturity Detection

YOLO-ALW: An Enhanced High-Precision Model for Chili Maturity Detection

Chili pepper, a widely cultivated and consumed crop, faces challenges in accurately determining maturity due to issues such as occlusion, small target size, and similarity between fruit color and background. This study presents an enhanced YOLOv8n-based object detection model, YOLO-ALW, designed to...

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Bibliographic Details
Main Authors: Yi Wang, Cheng Ouyang, Hao Peng, Jingtao Deng, Lin Yang, Hailin Chen, Yahui Luo, Ping Jiang
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Sensors
Subjects:
deep learning
fruit detection
attention mechanism
pepper maturity recognition
YOLOv8n
Online Access:https://www.mdpi.com/1424-8220/25/5/1405
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