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Offline and Online Deep Learning for Image Recognition

Machine Learning 2019-03-19 v1 Computer Vision and Pattern Recognition Machine Learning

Abstract

Image recognition using Deep Learning has been evolved for decades though advances in the field through different settings is still a challenge. In this paper, we present our findings in searching for better image classifiers in offline and online environments. We resort to Convolutional Neural Network and its variations of fully connected Multi-layer Perceptron. Though still preliminary, these results are encouraging and may provide a better understanding about the field and directions toward future works.

Keywords

Cite

@article{arxiv.1903.07479,
  title  = {Offline and Online Deep Learning for Image Recognition},
  author = {Nguyen Huu Phong and Bernardete Ribeiro},
  journal= {arXiv preprint arXiv:1903.07479},
  year   = {2019}
}

Comments

5 pages

R2 v1 2026-06-23T08:11:35.488Z