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GANs, VAE, and AE

Prerequisites.

To run the code, follow those steps:

Install Python 3

sudo apt install python3 python3-pip

Download the project code:

git clone https://github.com/houssamzenati/DeepModels-MNIST-CIFAR10-Tensorflow.git

Install requirements (in the cloned repository):

pip3 install -r requirements.txt

(Optional) Download the datasets

python3 main.py --datasets 

Train GANs, VAE or AE.

Running the code with different options

python3 main.py main.py <gan, ae, vae> <mnist, cifar10> <train, test> <0, 1, 2, 3, 4, 5, 6, 7, 8, 9> <number_epochs>

(y)

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Implementations of gans, ae, and vae using Tensorflow.

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