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@@ -34,10 +34,14 @@ In particular, if a vagina or penis is completely censored out, inpainting will
 # Model
 The pretrained model can be downloaded from https://drive.google.com/open?id=1mWHYSj0LDSbJQQxjR4hUMykQkVve2U3Q.
 
+Unzip the contents into the /models/ folder.
+
 # Usage
 
 ## I. Decensoring hentai
 
+![Guide](/readme_images/guide.png)
+
 The decensorship process is fairly involved. A user interface will eventually be released to streamline the process.
 
 Using image editing software like Photoshop or GIMP, paint the areas you want to decensor the color with RGB values of (0,255,0). For each censored region, crop 128 x 128 size images containing the censored regions from your images and save them as new ".png" images.
@@ -67,6 +71,7 @@ $ python train.py
 
 # To do
 - Add Python 3 compatibility
+- Retrain for arbitrary shape censors
 - Add a user interface
 - Incorporate GAN loss into training
 
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