Classification of Apple Disease Based on Non-Linear Deep Features

Classification of Apple Disease Based on Non-Linear Deep Features

Diseases in apple orchards (rot, scab, and blotch) worldwide cause a substantial loss in the agricultural industry. Traditional hand picking methods are subjective to human efforts. Conventional machine learning methods for apple disease classification depend on hand-crafted features that are not ro...

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Bibliographic Details
Main Authors: Hamail Ayaz, Erick Rodríguez-Esparza, Muhammad Ahmad, Diego Oliva, Marco Pérez-Cisneros, Ram Sarkar
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Applied Sciences
Subjects:
apple diseases
blotch
scab
rot
classification
deep learning
Online Access:https://www.mdpi.com/2076-3417/11/14/6422

Internet

https://www.mdpi.com/2076-3417/11/14/6422

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