From 44031fb53b7f89a31524d21df6c1e69553c94b17 Mon Sep 17 00:00:00 2001 From: deeppomf Date: Sat, 20 Oct 2018 00:00:04 -0400 Subject: [PATCH] Add new README --- README.md | 100 ++++++++++++++++++++++++++++++ readme_images/mermaid_collage.png | Bin 0 -> 1236950 bytes 2 files changed, 100 insertions(+) create mode 100644 README.md create mode 100644 readme_images/mermaid_collage.png diff --git a/README.md b/README.md new file mode 100644 index 0000000..a97b013 --- /dev/null +++ b/README.md @@ -0,0 +1,100 @@ +# DeepMindBreak +*Decensoring Hentai with Deep Neural Networks* + +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, DeepMindBreak can replace censored artwork in hentai with plausible reconstructions. The user needs to only specify the censored regions. + +![Censored, decensored](/readme_images/mermaid_collage.png) + +# What's New? +- Decensoring images of ANY size +- Higher quality decensors +- Support for mosaic decensors (still a WIP) +- User interface (still a WIP and not very usable) + +# Limitations + +The decensorship is intended to ONLY work on color hentai images that have minor to moderate bar censorship of the penis or vagina. + +It does NOT work with: +- Black and white images +- Monochrome images +- Hentai containing screentones (e.g. printed hentai) +- Real life porn +- Censorship of nipples +- Censorship of anus +- Animated gifs/videos + +In particular, if a vagina or penis is completely censored out, decensoring will be ineffective. + +# Dependencies + +- Python 3 +- TensorFlow 1.10 +- Pillow +- argparse + +No GPU required! Tested on Ubuntu 16.04 and Windows. (Tensorflow on Windows is compatible with Python 3 and not Python 2.) + +Tensorflow, Pillow, and argparse can all be installed with pip. + +# Model +Pretrained models can be downloaded from https://drive.google.com/open?id=1byrmn6wp0r27lSXcT9MC4j-RQ2R04P1Z. + +Unzip the file into the /models/ folder. + +# Usage + +For each image you want to decensor, using image editing software like Photoshop or GIMP to paint the areas you want to decensor the green color (0,255,0), which is a very bright green color. + +*BE SURE TO TURN OFF ANTI-ALIASING on the tool you are using.* + +I personally use the wand selection tool with anti-aliasing turned off to select the censored regions. I then expand the selections slightly, pick the color (0,255,0), and use the paint bucket tool on the selection regions. + +To expand selections in Photoshop, do Selection > Modify > Expand or Contract. +To expand selections in GIMP, do Select > Grow. + +Save these images in the PNG format to the "decensor_input" folder. Decensor the images by running + +``` +$ python decensor.py +``` + +Decensored images will be saved to the "decensor_output" folder. + +# To do +- Finish the user interface + +Contributions are welcome! Special thanks to StartleStars for contributing code for mosaic decensorship and SoftArmpit for greatly simplifying decensoring! + +# License +**This work (the code and the model) is under my exclusive copyright. The only right I grant to users is using this work for personal use to decensor hentai. Copying, distribution, and modification is prohibited. Commercial use is prohibited. (Modification of the 6 values of the arguments in config.py is allowed.) +I will likely change the license to be more permissive in the future, but I make no guarantees.** + +Example image by Shurajo & AVALANCHE Game Studio under [CC BY 3.0 License](https://creativecommons.org/licenses/by/3.0/). The example image is modified from the original, which can be found [here](https://opengameart.org/content/mermaid). + +Neural network code is modified from MathiasGruber's project [Partial Convolutions for Image Inpainting using Keras](https://github.com/MathiasGruber/PConv-Keras), which is an unofficial implementation of the paper [Image Inpainting for Irregular Holes Using Partial Convolutions](https://arxiv.org/abs/1804.07723). + +User interface code is modified from Packt's project [Tkinter GUI Application Development Blueprints - Second Edition](https://github.com/PacktPublishing/Tkinter-GUI-Application-Development-Blueprints-Second-Edition). + + +``` +# Copyright (c) 2018 MathiasGruber, Packt +# +# Permission is hereby granted, free of charge, to any person obtaining a copy +# of this software and associated documentation files (the "Software"), to deal +# in the Software without restriction, including without limitation the rights +# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +# copies of the Software, and to permit persons to whom the Software is +# furnished to do so, subject to the following conditions: +# +# The above copyright notice and this permission notice shall be included in all +# copies or substantial portions of the Software. +# +# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +# SOFTWARE. +``` \ No newline at end of file diff --git a/readme_images/mermaid_collage.png b/readme_images/mermaid_collage.png new file mode 100644 index 0000000000000000000000000000000000000000..20d8d3d5d3a35f4de7137154d169df36f8519191 GIT binary patch literal 1236950 zcmV(xK zaB^>EX>4U6ba`-PAZ2)IW&i+q+O3^ilI1qCW&b&f8UjJQhl2-c)-&kg_gaXMbfv0$ z&AP3Xk|HzW93B#I-@dm$kk|Xa|JQf@>tFv0vBY$xTwCd--29Vz>d)Xe?f&`a=WDpr z`TzOnDR=$-?%%$D&G*hfui#seukq&x<^A~@2H($ry`iSx@6W$~|ElZvliKfvet+=C z1*4z*@SES)wciWH=jZ$3_s>`Vecwp`<#B%hi}hUM&lmsm&#AH)JM+!>T+bUry!n6f zQzCZ|TO5Ax{J;C682NoZ--)sQ=e4{3{Ovy$Z|&bZ{KwkeJzv?B?XxxOcN2VVIEE*5ylzx}%Y(>MQLe*Jl& z@6&Wca535X@Uy{>2FPu=bN-)Ku?6A#UDJHl_x!s4+}6MTabqJpn9njd9&p_A=MpoA 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