Early Weed Detection Using Image Processing and Machine Learning Techniques in an Australian Chilli Farm

Early Weed Detection Using Image Processing and Machine Learning Techniques in an Australian Chilli Farm

This paper explores the potential of machine learning algorithms for weed and crop classification from UAV images. The identification of weeds in crops is a challenging task that has been addressed through orthomosaicing of images, feature extraction and labelling of images to train machine learning...

Full description

Bibliographic Details
Main Authors: Nahina Islam, Md Mamunur Rashid, Santoso Wibowo, Cheng-Yuan Xu, Ahsan Morshed, Saleh A. Wasimi, Steven Moore, Sk Mostafizur Rahman
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Agriculture
Subjects:
weed detection
smart farming
machine learning
remote sensing
image processing
Online Access:https://www.mdpi.com/2077-0472/11/5/387

Internet

https://www.mdpi.com/2077-0472/11/5/387

Similar Items