Using image augmentation techniques and convolutional neural networks to identify insect infestations on tomatoes

Pest insects are a danger to both regional and global food security. In Jordan, the most productive crop is tomato. Jordan's agriculture output is threatened by insect infestations. The study intends to use a deep learning model called convolutional neural networks on a dataset that includes ei...

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Bibliographic Details
Main Authors: Moy'awiah Al-Shannaq, Shahed N. Alkhateeb, Mohammad Wedyan
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:Heliyon
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024175111
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