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A hybrid deep learning model for robust and efficient plant leaf disease detection using ResNet50, PCA, and SVM

Saba Begum1, Naresh E2, Srinidhi N N3

  • 1Manipal Institute of Technology Bengaluru, Manipal Academy of Higher Education, Manipal, India.

Scientific Reports
|April 2, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Convolutional neural networks (CNNs)Deep learningFeature extractionHybrid modelLeaf disease detectionPlant leaf disease predictionPlantVillagePreprocessing images classificationPrincipal component analysis (PCA)Support vector machines (SVM)

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