Article

Advanced EfficientNetB3 based CNN for Multi-Class Plant Leaf Disease Detection

2026-01-09

Abstract excerpt

<title>Abstract</title> <p>In developing countries, agriculture plays an essential role in economic growth by providing food security, employment, and raw materials for industries. Diseases in plants, as in other agricultural groups, have a great impact on the reduction of global crop yields. This indicates a need for modern precision agriculture to perform their identification fast and accurately. Nowadays, Arti...

Topics

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

Identifiers and source

Literature Corpus work: 0361c396-8f6d-5450-bbc9-ed2a1932cca0
DOI: 10.21203/rs.3.rs-8553348/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Advanced EfficientNetB3 based CNN for Multi-Class Plant Leaf Disease DetectionDOI 10.21203/rs.3.rs-8553348/v1Read

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

A Novel Method for Predicting Plant Leaf Disease Based on Machine Learning and Deep Learning TechniquesSemantic proximity Read

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

Construction of Deep Learning-Based Disease Detection Model in PlantsSemantic proximity Read

Deep Learning in Precision Phytopathology: A Comprehensive Survey of CNN Architectures for Disease Detection and Severity QuantificationSemantic proximity Read

Towards Intelligent Disease Phenotyping in Peach: A Deep Feature Extraction Framework for Leaf Disease Detection Under Real Field ConditionsSemantic proximity Read

Plant Leaf Disease Detection Using Deep Learning: A Multi-Dataset ApproachSemantic proximity Read

An Efficient Dynamic Deep Learning Methodology for Identification of Plant Disease and it’s classificationSemantic proximity Read

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

New perspectives on plant disease characterization based on deep learningSemantic proximity Read

Embedded Plant Disease Recognition using Deep PlantNet on FPGA-SoCSemantic proximity Read

Deep Learning for Early Disease Detection: A CNN Approach to Classify Potato, Tomato, and Pepper Leaf DiseasesSemantic proximity Read