Explainable Deep Learning for Coffee Leaf Disease Classification in Smart Agriculture: A Visual Approach

Author:

Mridha Krishna1,Tola Fistum Getachew2,Khalil Ibrahim2,Jakir Sheikh Md. Jamiul1,Wilfried Pieboji Noubissie2,Priyok Masrur Ahsan3,Shukla Madhu4

Affiliation:

1. Marwadi University,Computer Engineering,Rajkot,India

2. Marwadi University,Computer Engineering - Artificial Intelligence,Rajkot,India

3. Tianjin University,Software Engineering,China

4. Marwadi University,Computer Engineering, Artificial Intelligence & Big Data,Rajkot,India

Publisher

IEEE

Reference20 articles.

1. Explainable plant disease diagnosis based on a convolutional neural network with attention mechanism;zhang;Applied Sciences,2021

2. Plant Disease Detection using Web Application by Neural Network

3. Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks

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1. Image-Based Plant Leaf Disease Detection using Deep Learning;2024 International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT);2024-07-04

2. An Explainable Smart Agriculture System based on In- Vivo Biosensors;2024 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE);2024-06-30

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4. Leveraging Incremental Decision Trees and In-Vivo Biosensors for an Explainable Plant Health Monitoring System;2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS);2024-05-23

5. Enhancing coffee bean classification: a comparative analysis of pre-trained deep learning models;Neural Computing and Applications;2024-04-01

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