An Exploration of the Influence of ZnO NPs Treatment on Germination of Radish Seeds under Salt Stress based on the YOLOv8-R Lightweight Model
Zhiqian Ouyang,
Xiuqing Fu,
Zhibo Zhong
et al.
Abstract:Background
Since traditional germination test methods have drawbacks such as slow efficiency, proneness to error, and damage to seeds, a non-destructive testing method is proposed for full-process germination of radish seeds, which improves the monitoring efficiency of seed quality.
Results
Based on YOLOv8n, a lightweight test model YOLOv8-R is proposed, where the number of parameters, the amount of calculation, and size of weights are significantly reduced by replacing the backbone network with PP-LCNet, th… Show more
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