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AnimeBackgroundGAN-Hosoda (CartoonGAN by Chen et. al.)

Mirai directed by Mamoru Hosoda
  • Mamoru Hosoda(細田守) pre-trained model from CartoonGAN [Chen et al., CVPR18].
  • This model can transform real-life photos into Japanese-animation-like backgrounds, following the style of movies such as Wolf Children, with a distinct mild and cool background style.
  • The implementation is in PyTorch (see source code here).
  • Check out the demo here:

Demo in Hugging Face Spaces

Other pre-trained model versions

The other versions were also trained from movies of the different Japanese animation directors.

Makoto Shinkai (新海誠)
Satoshi Kon(今敏)
Hayao Miyazaki(宮崎駿)

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