Weed and crop species classification using computer vision and deep learning technologies in greenhouse conditions

Weed and crop species classification using computer vision and deep learning technologies in greenhouse conditions

Site-specific weed management in Precision Agriculture is becoming a popular topic among researchers and farmers. The objective of this study was to classify weeds and crop species using RGB image texture features with the comparison of the Support Vector Machine (SVM) classification model and deep...

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Bibliographic Details
Main Authors: Sunil G C, Yu Zhang, Cengiz Koparan, Mohammed Raju Ahmed, Kirk Howatt, Xin Sun
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Journal of Agriculture and Food Research
Subjects:
Deep learning
Feature selection
Machine learning
Precision agriculture
Weed classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2666154322000588

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http://www.sciencedirect.com/science/article/pii/S2666154322000588

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