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@ -30,26 +30,23 @@ If you want to run the code yourself, you can clone this repo and download the m
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 h5py can all be installed by running in the command line
Tensorflow, Keras, Pillow, and h5py can all be installed by running in the command line
```
$ pip install -r requirements.txt
```
# Limitations
The decensorship is intended to work on color hentai images that have minor to moderate censorship of the penis or vagina.
The decensorship is intended to work on color hentai images that have minor to moderate censorship of the penis or vagina. If a vagina or penis is completely censored out, decensoring will be ineffective.
It does NOT work with:
- Black and white images
- Monochrome images
- Black and white/Monochrome image
- 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.
# Usage
## I. Decensoring bar censors
@ -107,12 +104,10 @@ Decensored images will be saved to the "decensor_output" folder. Decensoring tak
To be implemented.
# Troubleshooting
If your decensor output looks like this:
If your decensor output looks like this, then the censored regions were not colored correctly.
![Bad decensor](/readme_images/mermaid_face_censored_bad_decensor.png)
then the censored regions were not colored correctly.
*Make sure you have antialiasing off.*
Here are some examples of bad and good colorings:
@ -123,6 +118,10 @@ Here are some examples of bad and good colorings:
|![Bad edges](/readme_images/mermaid_face_censored_bad_edge.png)|![Bad edges](/readme_images/mermaid_face_censored_bad_edge_zoom.png)|Some pixels around the edges of the green regions are not pure green. This will cause the green to bleed into the decensors. Make sure anti-aliasing is off and to use a pencil tool and not a brush tool if possible.|
|![Perfect coloring!](/readme_images/mermaid_face_censored_good.png)|![Perfect coloring! The censored region is uniformly colored correctly.](/readme_images/mermaid_face_censored_good_zoom.png)|Perfect coloring!|
# FAQ
- Q: Why aren't black and white images supported? Aren't black and white images easier to decensor than color images?
- A: Black and white images are harder to decensor than color images because neural networks struggle to replicate screentone patterns.
# To do
- Finish the user interface
- Update model with better quality data