Article
StomataScorer: a portable and high-throughput leaf stomata trait scorer combined with deep learning and an improved CV model.
Plant biotechnology journal - 1 Mar 2022
Liang Xiuying, Xu Xichen, Wang Zhiwei, He Lei, Zhang Kaiqi, Liang Bo, Ye Junli, Shi Jiawei, Wu Xi, Dai Mingqiu, Yang Wanneng
Abstract excerpt
To measure stomatal traits automatically and nondestructively, a new method for detecting stomata and extracting stomatal traits was proposed. Two portable microscopes with different resolutions (TipScope with a 40× lens attached to a smartphone and ProScope HR2 with a 400× lens) are used to acquire images of living stomata in maize leaves. FPN model was used to detect stomata in the TipScope images and measure...
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