Requirements

• Tensorflow
• Keras
• Graphviz [https://www.graphviz.org/]

conda install graphviz
# Or install manually (Check https://www.graphviz.org/)

Pokemon-Variational autoencoder

VAE base Pokemon-AutoEncoder Project

VAE를 활용한 포켓몬데이터에 대한 VAE를 통한 Generating 프로젝트입니다.

전처리와 VAE모델 파일로 구성되어 있습니다.

Preprocessing

Origianl data set

※ In Images folder 120x120 Pokemon Image files [809pokemons data]

Images Resized and Regular image formated(PNG) data set

※ In Preprocessed folder 56x56 Pokemon Image files [809pokemons data]

Images npy matrix(.npy) data set

※ In MatrixPreprocessed folder 56x56 Pokemon Image files [809pokemons data]

Model

VAE Model Overview

Adapt VAE Model

• Simple Structure

• Simple Structure

VAE Model Result

Appendix

• https://github.com/Lukious/2019BCLxMI-RU_WinterStudy [#3 AE]