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