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🌼🌼🌼 Summary on the learn of Generative Adversarial Network。 GAN的一些练手demo,包括自编码器、变分编码器、DCGAN、cycleGAN等各种对抗生成网络模型。仅供参考学习。参考《pytorch深度学习入门与实践》

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GAN

Summary on the learn of Generative Adversarial Network

Index



Generative Model

AutoEncoder
|
|--VAE
|
|--GAN
  |
  |--DCGAN
  |
  |--WGANW
  |
  |--Conditional GAN
  |
  |--Cycle GAN

AutoEncoder MNIST数据集生成效果

image

VAE MNIST数据集生成效果

VAE网络框架:


image

MNIST数据集生成效果:

image

不同GAN在MNIST数据集上的生成效果对比

image

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🌼🌼🌼 Summary on the learn of Generative Adversarial Network。 GAN的一些练手demo,包括自编码器、变分编码器、DCGAN、cycleGAN等各种对抗生成网络模型。仅供参考学习。参考《pytorch深度学习入门与实践》

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