Multiscale patch-based feature graphs for image classification

MV Todescato, LF Garcia, DG Balreira… - Expert Systems with …, 2024 - Elsevier
Deep learning architectures have demonstrated outstanding results in image classification
in the last few years. However, applying sophisticated neural network architectures in small …

An evaluation of pre-trained models for feature extraction in image classification

ES Puls, MV Todescato, JL Carbonera - arXiv preprint arXiv:2310.02037, 2023 - arxiv.org
In recent years, we have witnessed a considerable increase in performance in image
classification tasks. This performance improvement is mainly due to the adoption of deep …

[PDF][PDF] An evaluation of pre-trained models for feature extraction in image classification.

E da Silva Puls, MV Todescato, JL Carbonera - arXiv, 2023 - researchgate.net
In recent years, we have witnessed a considerable increase in performance in image
classification tasks. This performance improvement is mainly due to the adoption of deep …