PokemonGenerator

Description

This Project is Pokemon Generator for GAN.

Environment

• Docker 19.03.5

docker -v
Docker version 19.03.5, build 633a0ea

Install & Setting

Setting Pokemon dataset & DCGAN

make_dataset

Download docker image

docker image

Usage

train

docker

train

docker run -v $PWD:/PokemonGenerator -w /PokemonGenerator -it --rm minamotofordocker/pokemon_generator:latest python DCGAN-tensorflow-pokemon/main.py --data_dir data/ --dataset pokemon_image --out_dir out/ --out_name pokemon_gan_sample --input_fname_pattern=*.png --input_height 120 --output_height 120 --train --epoch=5000 --batch_size=64 --learning_rate=0.001 --G_img_sum

test

Gpu use

train

docker run --runtime=nvidia -v $PWD:/PokemonGenerator -w /PokemonGenerator -it --rm minamotofordocker/pokemon_generator:latest python DCGAN-tensorflow-pokemon/main.py --data_dir data/ --dataset pokemon_image --out_dir out/ --out_name pokemon_gan_sample --input_fname_pattern=*.png --input_height 120 --output_height 120 --train --epoch=5000 --batch_size=64 --learning_rate=0.001 --G_img_sum