Metaheuristic Optimization for Improving Weed Detection in Wheat Images Captured by Drones

Background and aim: Machine learning methods are examined by many researchers to identify weeds in crop images captured by drones. However, metaheuristic optimization is rarely used in optimizing the machine learning models used in weed classification. Therefore, this research targets developing a n...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	El-Sayed M. El-Kenawy, Nima Khodadadi, Seyedali Mirjalili, Tatiana Makarovskikh, Mostafa Abotaleb, Faten Khalid Karim, Hend K. Alkahtani, Abdelaziz A. Abdelhamid, Marwa M. Eid, Takahiko Horiuchi, Abdelhameed Ibrahim, Doaa Sami Khafaga
Format:	Article
Language:	English
Published:	MDPI AG 2022-11-01
Subjects:	smart farming metaheuristic optimization weed detection machine learning sine cosine algorithm grey wolf optimization algorithms
Online Access:	https://www.mdpi.com/2227-7390/10/23/4421