AI-Based Plant Disease Detection Using Deep Convolutional Neural Networks (Paperback)

Lingua: inglese

Editore: Shark Nail, 2026

1962116603 / 9781962116602

Da: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller

Venditore con 5 stelle

Venditore AbeBooks dal 22 giugno 2007

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EUR 33,21

EUR 33,03 spedizione 
Spedito da Australia a U.S.A.

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Descrizione dell’articolo da parte del venditore

Paperback. AI-Based Plant Disease Detection Using Deep Convolutional Neural Networks presents a focused technical treatment of computer vision and deep learning methods for identifying plant diseases from leaf images. The book explains how image-based analysis can support automated disease recognition by combining visual feature extraction, convolutional neural networks, image classification, and machine learning principles. It introduces the role of digital plant imagery in agricultural diagnostics and describes how deep neural architectures learn discriminative patterns associated with visible symptoms such as lesions, discoloration, spots, and other disease-related changes.The book provides a structured view of the computational pipeline used in AI-based plant disease detection, from image acquisition and preparation through feature learning, model training, classification, and evaluation. Particular attention is given to deep convolutional neural networks because they can learn hierarchical image representations directly from visual data, reducing dependence on manually engineered features. The discussion places these methods within the broader context of precision agriculture, smart farming, crop monitoring, and agricultural information systems. A technical guide to deep convolutional neural networks for automated plant disease detection, image classification, and agricultural decision support systems. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…

Codice articolo 9781962116602

Dati bibliografici

Titolo
AI-Based Plant Disease Detection Using Deep Convolutional Neural Networks (Paperback)
Autore
Nancy Kova
Editore
Shark Nail
Anno di pubblicazione
2026
Condizione
new
Rilegatura
Paperback
Lingua
inglese
ISBN 10
1962116603
ISBN 13
9781962116602

AussieBookSeller

Truganina, VIC, Australia

Venditore con 5 stelle

Venditore AbeBooks dal 22 giugno 2007

Tariffe di spedizione da Australia a U.S.A.

ArticoloDa 25 a 45 giorni lavorativiDa 8 a 14 giorni lavorativi
Primo articoloEUR 33,03EUR 39,28
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