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Generate ASCII art with convolutional neural networks

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deepascii

Generates ASCII art from images using features extracted from a deep neural net (VGG16)

Install

pip install deepascii

Usage

Basic usage: make_deepascii.py --font=<FONT_FILENAME> <IMAGE_TO_TRANSFORM>

A monospaced font (DroidSansMono.ttf) is included in the examples directory.

There are a number of options:

  • --font-size=<INT> Tweak font size to fit your terminal
  • --layer=<LAYER_NAME> Name of VGG16 layer to take features from
  • --pool=<INT> Integer downscaling factor
  • --pool-type=<avg|max> Type of pooling (avg or max)
  • --invert-color Invert to assume black text on a white background

Examples

All of the following are using the --invert-color to correspond with github's rendering of this readme file.

Steve Buscemi

Predicting...
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Predicting...
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______________________________________________________________                                       

with flags --layer=block1_conv1 --pool=3

                                                                                   
               __                                                                  
           __pgmm._                                                                
       ___pgg#$RPbx._                                                              
        wm#$RBgg##Pbx._                                                            
        `7Xqgggggg##Pbm._                                                          
          `5Rqggggggg#8bm._                                                        
            `5Rqggggggg#8bmL_                                                      
              `AmqggggggB#8bmL_                                                    
               `7AmggBgggg##8bmL_                                                  
                 `7Xmgggggggg#@AmL_                                                
                   `7Xqgggggggg#@AmL_                                              
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Generate ASCII art with convolutional neural networks

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