Flowers, leaves or both? How to obtain suitable images for automated plant identification

Flowers, leaves or both? How to obtain suitable images for automated plant identification

Abstract Background Deep learning algorithms for automated plant identification need large quantities of precisely labelled images in order to produce reliable classification results. Here, we explore what kind of perspectives and their combinations contain more characteristic information and theref...

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Bibliographic Details
Main Authors: Michael Rzanny, Patrick Mäder, Alice Deggelmann, Minqian Chen, Jana Wäldchen
Format: Article
Language:English
Published: BMC 2019-07-01
Series:Plant Methods
Subjects:
Species identification
Object classification
Multi-organ plant classification
Convolutional networks
Deep learning
Plant images
Online Access:http://link.springer.com/article/10.1186/s13007-019-0462-4

Internet

http://link.springer.com/article/10.1186/s13007-019-0462-4

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