Article

A Novel Method for Predicting Plant Leaf Disease Based on Machine Learning and Deep Learning Techniques

2023-06-06

Abstract excerpt

Plants are valued for their practical purposes (food, medicine, etc.) and are thus considered indispensable. Diseases that attack the plant's leaves might strike at any time among plantings, wreaking havoc on the crop and its economic value. Consequently, the ability to recognize leaf diseases is extremely important in the agricultural sector. Nonetheless, it calls for a lot of work, additional time for planning,...

Topics

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

Identifiers and source

Literature Corpus work: 30cdbc55-c608-53bd-bb4c-31d7fb72dd05
DOI: 10.21203/rs.3.rs-3014947/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A Novel Method for Predicting Plant Leaf Disease Based on Machine Learning and Deep Learning TechniquesDOI 10.21203/rs.3.rs-3014947/v1Read

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

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

Advanced EfficientNetB3 based CNN for Multi-Class Plant Leaf Disease DetectionSemantic proximity Read

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

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

Prediction of tomato leaf disease using deep learning approachSemantic proximity Read

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

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

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

B2-GraftingNet: A Hybrid Deep-Machine Learning Framework with Explainable AI for Automated Grape Leaf Disease DetectionSemantic proximity Read

AFD-Net: Apple Foliar Disease Multi Classification using Deep Learning on Plant Pathology DatasetSemantic proximity Read

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