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 # DeepCreamPy
 *Decensoring Hentai with Deep Neural Networks. Formerly named DeepMindBreak.*
 
-This project applies an implementation of [Image Inpainting for Irregular Holes Using Partial Convolutions](https://arxiv.org/abs/1804.07723) to the problem of hentai decensorship. Using a deep fully convolutional neural network, DeepCreamPy can replace censored artwork in hentai with plausible reconstructions. The user needs to only specify the censored regions.
+This project applies an implementation of [Image Inpainting for Irregular Holes Using Partial Convolutions](https://arxiv.org/abs/1804.07723) to the problem of hentai decensorship. Using a deep fully convolutional neural network, DeepCreamPy can replace censored artwork in hentai with plausible reconstructions. The user needs to specify the censored regions in each image by coloring those regions green in a separate image editing program like GIMP or Photoshop.
 
 ![Censored, decensored](/readme_images/mermaid_collage.png)