Pineapple Detection with YOLOv7-Tiny Network Model Improved via Pruning and a Lightweight Backbone Sub-Network

High-complexity network models are challenging to execute on agricultural robots with limited computing capabilities in a large-scale pineapple planting environment in real time. Traditional module replacement often struggles to reduce model complexity while maintaining stable network accuracy effec...

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Bibliographic Details

Published in:	Remote Sensing
Main Authors:	Jiehao Li, Yaowen Liu, Chenglin Li, Qunfei Luo, Jiahuan Lu
Format:	Article
Language:	English
Published:	MDPI AG 2024-07-01
Subjects:	object detection neural network YOLOv7-tiny lightweight model pruning pineapple detection
Online Access:	https://www.mdpi.com/2072-4292/16/15/2805