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Neural networks that learn to generate anime faces.
Python
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README.md
dcgan-96.py
dcgan.py
generator-gan-96.py
generator-gan.py . Nov 12, 2018
generator-vg.py
montage-gan.jpg
montage-vae.jpg
scrape.py . Nov 12, 2018
vg.py . Nov 12, 2018

README.md

ganimu

Generating anime faces with deep convolution neural networks.

Generating with a GAN network

Montage of 120 faces generated by a GAN. The model was trained for 71 epochs and the results are pretty cute(-ish)

An interactive web demo lies here.

GAN

Generating with a VAE network

Montage of 90 faces generated by a VAEGAN. It's a lot blurrier than GAN, possibly due to the high weight of the L2 reconstruction loss. Due to performance and memory constraints I wasn't able to test this for long, however, feel free to try tuning the hyperparameters.

GAN

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