DCGAN implementation with Flux.jl
model-zoo includes a DCGAN model based on this: https://github.com/FluxML/model-zoo
I no longer maintain this repository.
Google Cloud Platform, n1-standard-8 + 1 x NVIDIA Tesla K80
Docker version 19.03.4, build 9013bf583a
Julia 1.3.0, Flux 0.10.0
(v1.3) pkg> st
Status `~/.julia/environments/v1.3/Project.toml`
[fbb218c0] BSON v0.2.4
[31c24e10] Distributions v0.21.9
[5789e2e9] FileIO v1.1.0
[587475ba] Flux v0.10.0
[f67ccb44] HDF5 v0.12.5
[6218d12a] ImageMagick v0.7.5
[916415d5] Images v0.18.0
[4138dd39] JLD v0.9.1
sudo docker build -t matsueushi/flux .
sudo docker run --name flux --gpus all -it -v $PWD:/tmp -w /tmp matsueushi/flux:latest /bin/bash
julia src/mnist-dcgan.jl
- Generative Adversarial Networks
- GANについて概念から実装まで ~DCGANによるキルミーベイベー生成~
- はじめてのGAN
- GANによる二次元美少女画像生成
- How to Train a GAN? Tips and tricks to make GANs work
Flux implementation
Implementations with other frameworks