MLP-YOLOv5: A Lightweight Multi-Scale Identification Model for Lotus Pods with Scale Variation

MLP-YOLOv5: A Lightweight Multi-Scale Identification Model for Lotus Pods with Scale Variation

Lotus pods in unstructured environments often present multi-scale characteristics in the captured images. As a result, it makes their automatic identification difficult and prone to missed and false detections. This study proposed a lightweight multi-scale lotus pod identification model, MLP-YOLOv5,...

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Bibliographic Details
Main Authors: Ange Lu, Jun Liu, Hao Cui, Lingzhi Ma, Qiucheng Ma
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:Agriculture
Subjects:
lotus pod
multi-scale object detection
deep learning
MLP-YOLOv5
lightweight
Online Access:https://www.mdpi.com/2077-0472/14/1/30

Internet

https://www.mdpi.com/2077-0472/14/1/30

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