Article

Double Transfer Learning-Based Capsule Network for Multi-Crop Plant Disease Classification Using Heterogeneous Leaf Image Datasets

2026-07-13

Abstract excerpt

<title>Abstract</title> <p>Crop disease is a major worldwide problem in agricultural production and food security, adversely affecting yield and quality for a variety of plant species. To overcome these drawbacks, this research provides a Double Transfer Learning-based Capsule Network (DTL-CapsNet) approach for automated plant disease classification with multiple crops. Based on the image pre-processing, segmenta...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 3e0cbfd8-fbd4-54e7-82ce-3f992a96d3cf
DOI: 10.21203/rs.3.rs-10314439/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Double Transfer Learning-Based Capsule Network for Multi-Crop Plant Disease Classification Using Heterogeneous Leaf Image DatasetsDOI 10.21203/rs.3.rs-10314439/v1Read

A Novel Multi Class Real World Fruit and Leaf Disease Image Dataset for Crop Health AnalysisSemantic proximity Read

An Efficient Depthwise Multiscale Feature Learning Convolutional Network for Plant Leaf Disease Classification in AgricultureSemantic proximity Read

PR-CNN: A Multiscale Attention Relation Network for Accurate Bean Leaf Disease Image RecognitionSemantic proximity Read

LeafGenEx-A Novel Method for Generating Healthy and Diseased Wheat Leaf Images using CycleGANSemantic proximity Read

CoTE Net: Recognizing Overlapped Unhealthy Leaves Using Hybrid Deep Learning ModelSemantic proximity Read

Efficient Attention-Based Hybrid Deep Learning Architecture for Multi-Crop Plant Disease RecognitionSemantic proximity Read

Explainable and Robust Rice Leaf Disease Classification Across Heterogeneous Datasets Using Class Harmonization and ConvNeXtSemantic proximity Read

Lightweight Grape Leaf Disease Recognition Method Based on Transformer FrameworkSemantic proximity Read

A lightweight convolutional and vision transformer hybrid network for parameter efficient plant disease classificationSemantic proximity Read

Early Multi-Class Disease Detection in Chili Plant Leaves Using Convolutional Neural Networks: A Comparative StudySemantic proximity Read

Deep learning-based disease detection in peanut cultivars utilizing transfer learningSemantic proximity Read

An Ensemble Convolutional Neural Network Framework for Automated Mango Leaf Disease DetectionSemantic proximity Read