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veb-101 committed Jan 1, 2021
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1) VAE - Mnist
* [notebook](https://nbviewer.jupyter.org/github/veb-101/Generative_Models/blob/master/Variational_autoencoder_MNIST/Variational_autoencoder_pytorch.ipynb)
* Example generation
![VAE_mnist](Variational_autoencoder_MNIST\generation.gif)
![VAE_mnist](./Variational_autoencoder_MNIST/generation.gif)


2) VAE - Labelled Faces in the wild dataset
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3) DCGAN - MNIST
* [notebook](https://nbviewer.jupyter.org/github/veb-101/Generative_Models/blob/master/DCGAN_Mnist/DCGAN_MNIST.ipynb)
* Example Generation
![dcgan_mnist](Variational_autoencoder_MNIST\generation.gif)
* Example Generation: View Notebook

4) DCGAN - CELEBA dataset
* [notebook](https://nbviewer.jupyter.org/github/veb-101/Generative_Models/blob/master/DC_GAN_CelebA/DCGAN_CelebA_dataset.ipynb)
* Example Generation
![dcgan_celeba](DC_GAN_CelebA\celebrity.gif)
![dcgan_celeba](./DC_GAN_CelebA/celebrity.gif)

5) DCGAN - Anime faces dataset
* [notebook](https://nbviewer.jupyter.org/github/veb-101/Generative_Models/blob/master/DCGAN_Anime_faces/dcgan-anime-faces.ipynb)
* Example Generation
![dcgan_anime](DCGAN_Anime_faces\generation.gif)
![dcgan_anime](./DCGAN_Anime_faces\generation.gif)


* **PS:** GANs are harder to train than I imagined.
* These examples generation can be better, you are very welcome to take my started code and add on it.


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