Deep learning is a fast growing field in tech that is often described to have limitless potential. This paper describes its history, why the explosion in popularity, and how it works. An example of classifying images of handwritten digits (MNIST) will be explored using a fully connected network and a convolutional neural network. Next, a brief description of the tools necessary for the reader to implement his or her own network. Finally, a view of the state of the art being developed by companies such as Google, Facebook, and Baidu.
This document is the LaTeX template for submitting articles at the WPGEC (Workshop de Pós-graduação de Engenharia da Computação) from the University of São Paulo in its sixth edition.
This document allows the writing of articles in both portuguese and english version.
Collaborator: Rosalia Caya