A detection and severity estimation system for generic diseases of tomato greenhouse plants

•The shape of leaves alone has predictive power for disease recognition.•A general disease model can be trained to recognize previously unseen tomato leaf diseases.•Automatic disease severity estimation can achieve results comparable to those of human evaluation. The management of plant disease is a...

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Bibliographic Details
Published in:Computers and electronics in agriculture 2020-11, Vol.178, p.105701, Article 105701
Main Authors: Wspanialy, Patrick, Moussa, Medhat
Format: Article
Language:English
Subjects:
agriculture
Computer vision
data collection
Disease detection
electronics
environmental factors
Greenhouse tomato
greenhouses
humans
leaves
Machine learning
Plant diseases
Severity estimation
Tomatoes
Vision systems
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