ANI717 / Anime_Face_Generation_with_GANs

Random Anime Face Generation with Generative Adversarial Networks. DCGAN and WGAN-GP are used.

generative-adversarial-network gans pytorch python dcgan dcgan-pytorch wgan-gp wgan-gp-pytorch deeplearning deep-neural-networks computer-vision anime convolutional-neural-networks convnets

Random Anime Face Generation with Generative Adversarial Networks

Training Dataset
DCGAN PyTorch Tutorial
WGAN PyTorch Tutorial

Data Sample

Generated Anime Faces with DCGAN

Epochs = 50

Generated Anime Faces with WGAN

Epochs = 50
Gradiend Penalty is Applied while Training.

About

Random Anime Face Generation with Generative Adversarial Networks. DCGAN and WGAN-GP are used.

generative-adversarial-network gans pytorch python dcgan dcgan-pytorch wgan-gp wgan-gp-pytorch deeplearning deep-neural-networks computer-vision anime convolutional-neural-networks convnets

MIT License

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Language:Python 100.0%