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Enhancing deep learning image classification using data augmentation and genetic algorithm-based optimization

Nouara Boudouh,Bilal Mokhtari,S. Foufou

2024 · DOI: 10.1007/s13735-024-00345-5
International Journal of Multimedia Information Retrieval · 9 Citations

TLDR

This work introduces a novel data augmentation technique rooted in optimization, seamlessly integrating a genetic algorithm that unlocks a broad spectrum of possibilities for generating high-quality images and creating varied and distinctive images, thereby enriching the dataset.