Large-Scale Counting and Localization of Pineapple Inflorescence Through Deep Density-Estimation

Large-Scale Counting and Localization of Pineapple Inflorescence Through Deep Density-Estimation

Natural flowering affects fruit development and quality, and impacts the harvest of specialty plants like pineapple. Pineapple growers use chemicals to induce flowering so that most plants within a field produce fruit of high quality that is ready to harvest at the same time. Since pineapple is hand...

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Bibliographic Details
Main Authors: Jennifer Hobbs, Prajwal Prakash, Robert Paull, Harutyun Hovhannisyan, Bernard Markowicz, Greg Rose
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Plant Science
Subjects:
deep learning-artificial neural network (DL-ANN)
active learning
pineapple
computer vision
remote sensing-GIS
weakly supervised
Online Access:https://www.frontiersin.org/articles/10.3389/fpls.2020.599705/full

Internet

https://www.frontiersin.org/articles/10.3389/fpls.2020.599705/full

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