A lightweight improved YOLOv5s model and its deployment for detecting pitaya fruits in daytime and nighttime light-supplement environments

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Hongwei Li, Zenan Gu, Deqiang He, Xicheng Wang, Junduan Huang, Yongmei Mo, Peiwei Li, Zhihao Huang, Fengyun Wu

Published: 01 Jan 2024, Last Modified: 17 Apr 2025Comput. Electron. Agric. 2024EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Accomplishing pitaya fruit detection in daytime and nighttime light-supplement.•The model exhibits exceptional detection accuracy and speed.•Implementing edge device deployment, highlighting its applicability.