Evaluation of cameras and image distance for CNN-based weed detection in wild blueberry

Agricultural herbicide application efficiency can be improved using smart sprayers which provide site-specific, rather than broadcast, applications of agrochemicals. The YOLOv3-Tiny convolutional neural network (CNN) was trained to detect two weeds, hair fescue and sheep sorrel, in images captured f...

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Bibliographic Details
Main Authors: Patrick J. Hennessy, Travis J. Esau, Arnold W. Schumann, Qamar U. Zaman, Kenneth W. Corscadden, Aitazaz A. Farooque
Format: Article
Language:English
Published: Elsevier 2022-12-01
Series:Smart Agricultural Technology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375521000307