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An implementation of DCGAN used to generate fake images

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MyLittleGAN

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DCGAN implementation to generate fake images.

Real MNIST Samples Fake MNIST Samples
Real MNIST Samples Faked MNIST Samples
Real CelebA Samples Fake CelebA Samples
Real CelebA Samples Faked CelebA Samples

Running the code

Install the sources with poetry install.

Run tests with python -m pytest tests/.

Get the CelebA dataset and unzip it.

In DCGAN.ipynb change celeba_path = "/your/path/to/img_align_celeba/" to the adequate path.

Run the notebook.

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An implementation of DCGAN used to generate fake images

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