Machine vision system for real-time debris detection on mechanical wild blueberry harvesters

Machine vision system for real-time debris detection on mechanical wild blueberry harvesters

Improving fruit quality is important to wild blueberry producers. Plant debris like leaves and stems caused a reduction in fruit quality during mechanical harvesting. A debris detection system was developed using two Logitech C920 webcam cameras mounted before and after the blower fan on a commercia...

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Bibliographic Details
Main Authors: Anup Kumar Das, Travis J. Esau, Qamar U. Zaman, Aitazaz A. Farooque, Arnold W. Schumann, Patrick J. Hennessy
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Smart Agricultural Technology
Subjects:
Debris detection
Deep learning
Fruit quality
Image processing
YOLOv3
Online Access:http://www.sciencedirect.com/science/article/pii/S2772375522001307

Internet

http://www.sciencedirect.com/science/article/pii/S2772375522001307

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