Improved Techniques for Training GANs

code for the paper

実装について

Requirements

Chainer 1.18

Animeface

45,000枚のアニメ顔画像を学習させました。

See result (7MB .jpg)

Analogies

Semi-supervised MNIST Classification

Name		Name	Last commit message	Last commit date
Latest commit History 36 Commits
sequential		sequential
train_animeface		train_animeface
train_mnist		train_mnist
README.md		README.md
dataset.py		dataset.py
gan.py		gan.py
params.py		params.py
progress.py		progress.py

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sequential

sequential

train_animeface

train_animeface

train_mnist

train_mnist

README.md

README.md

dataset.py

dataset.py

gan.py

gan.py

params.py

params.py

progress.py

progress.py

Repository files navigation

Improved Techniques for Training GANs

Requirements

Animeface

Analogies

DCGAN

DCGAN + Feature matching

DCGAN + Minibatch discrimination

DCGAN + Minibatch discrimination + Feature matching

Semi-supervised MNIST Classification

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musyoku/improved-gan

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Improved Techniques for Training GANs

Requirements

Animeface

Analogies

DCGAN

DCGAN + Feature matching

DCGAN + Minibatch discrimination

DCGAN + Minibatch discrimination + Feature matching

Semi-supervised MNIST Classification

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