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A duo of generator and discriminator neural networks trained on anime-faces-dataset using colab GPUs to generate real looking anime yet new and differentiable.

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ravis2114/anime-faces-generation

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anime-faces-generation

This project uses GAN based neural network to train on anime faces dataset from kaggle. Generator model learns to generate real looking anime similar to what dataset contains but yet clearly differentiable from them.

Output after 50 epochs


anime after 50 epochs

At lower fps:

anime gif at lower fps

Trined model (saved in .h5 format)


GENERATOR

DISCRIMINATOR

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MIT

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A duo of generator and discriminator neural networks trained on anime-faces-dataset using colab GPUs to generate real looking anime yet new and differentiable.

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