gustavobarbosab / neural-network

A simple application using a Convolutional Neural Network (CNN) and EMNIST dataset.

Convolutional Neural Network (CNN)

A simple application using a CNN and the EMNIST dataset.

Network architecture

I created an architecture using CNN pattern with 3 convolution layers.

EMNIST dataset

I chose the EMNIST dataset with the set letters like describe the image bellow. EMNIST paper: https://arxiv.org/pdf/1702.05373v1.pdf

Train outputs

Test outputs