Real-time missing seedling counting in paddy fields based on lightweight network and tracking-by-detection algorithm

Jinrong Cui,Hong Zheng,Zhiwei Zeng, Yuling Yang,Ruijun Ma,Yuyuan Tian,Jianwei Tan,Xiao Feng,Long Qi

Computers and Electronics in Agriculture（2023）

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摘要

•A missing rice seedling counting method is proposed to guarantee both precision and efficiency.•The proposed method's accuracy is 93.2% and speed is four times faster than manual counting.•Becoming a powerful tool for farmers and researchers to make important field management decisions.

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关键词

Missing seedling detection, YOLOv5s, Tiny object, Lightweight, Multi-target tracking

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