Convolutional Neural Network for Automatic Identification of Plant Diseases with Limited Data

Convolutional Neural Network for Automatic Identification of Plant Diseases with Limited Data

Automated identification of plant diseases is very important for crop protection. Most automated approaches aim to build classification models based on leaf or fruit images. These approaches usually require the collection and annotation of many images, which is difficult and costly process especiall...

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Bibliographic Details
Main Authors: Ahmed Afifi, Abdulaziz Alhumam, Amira Abdelwahab
Format: Article
Language:English
Published: MDPI AG 2021-12-01
Series:Plants
Subjects:
crop disease classification
few-shot learning
metric learning
transfer learning
Online Access:https://www.mdpi.com/2223-7747/10/1/28

Internet

https://www.mdpi.com/2223-7747/10/1/28

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