Ensemble genetic and CNN model-based image classification by enhancing hyperparameter tuning

Ensemble genetic and CNN model-based image classification by enhancing hyperparameter tuning

Abstract Model optimization is a problem of great concern and challenge for developing an image classification model. In image classification, selecting the appropriate hyperparameters can substantially boost the model’s ability to learn intricate patterns and features from complex image data. Hyper...

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Bibliographic Details
Main Authors: Wajahat Hussain, Muhammad Faheem Mushtaq, Mobeen Shahroz, Urooj Akram, Ehab Seif Ghith, Mehdi Tlija, Tai-hoon Kim, Imran Ashraf
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Deep learning
Genetic algorithm
Model optimization
Image processing
Optical character recognition
Online Access:https://doi.org/10.1038/s41598-024-76178-3
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https://doi.org/10.1038/s41598-024-76178-3

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