Article

Study of apple plant disease prediction in orchards using machine learning and deep learning algorithms for real-time detection.

2023-02-09

Abstract excerpt

In the Indian-origin Kashmir valley, apple trees are among the most popular plants. Thousands of tons of apples are exported from Kashmir every year, generating substantial revenue. Many diseases affect apple trees, which results in devastated apple yields and major losses for apple growers. Apple plants are mostly infected with diseases that originate in the leaves. In a country like India, where half of the popu...

Topics

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

Identifiers and source

Literature Corpus work: 7c267c73-5c40-5798-92b2-f0545bb4086f
DOI: 10.22541/au.167596934.44414797/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Study of apple plant disease prediction in orchards using machine learning and deep learning algorithms for real-time detection.DOI 10.22541/au.167596934.44414797/v1Read

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

Real-time Identification and Quantification of Apple Scab on Fruit in Preharvest and Postharvest Conditions Using YOLOv11: A Deep Learning ApproachSemantic proximity Read

A Comprehensive Image Dataset of Fruit and Leaf Diseases Across Six Horticultural Crops for Deep Learning ApplicationsSemantic proximity Read

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

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

CCDF: Automatic system for segmentation and recognition of fruit crops diseases based on correlation coefficient and deep CNN featuresSemantic proximity Read

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

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

Application of conventional UAV-based high-throughput object detection to the early diagnosis of pine wilt disease by deep learningSemantic proximity Read

Deep Learning for Tomato Disease Detection and Severity Assessment: A Systematic Analytical Review of Methods, Datasets, and ChallengesSemantic proximity Read

YOLO-Based Image Detection System for Early Detection of Tomato Plant DiseasesSemantic proximity Read

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