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LeafMachine: Using machine learning to automate leaf trait extraction from digitized herbarium specimens.
Applications in Plant Sciences ( IF 3.6 ) Pub Date : 2020-07-01 , DOI: 10.1002/aps3.11367
William N Weaver 1, 2 , Julienne Ng 1 , Robert G Laport 3
Affiliation  

Obtaining phenotypic data from herbarium specimens can provide important insights into plant evolution and ecology but requires significant manual effort and time. Here, we present LeafMachine, an application designed to autonomously measure leaves from digitized herbarium specimens or leaf images using an ensemble of machine learning algorithms.

中文翻译:

LeafMachine:使用机器学习从数字化植物标本中自动提取叶子特征。

从植物标本中获取表型数据可以为植物进化和生态学提供重要的见解,但需要大量的人工和时间。在这里,我们展示了 LeafMachine,这是一个应用程序,旨在使用一组机器学习算法自动测量来自数字化植物标本或叶子图像的叶子。
更新日期:2020-07-01
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