Generate icons using recurrent neural networks
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Generate icons using recurrent neural networks. expects a data directory containing one or more datasets. A dataset should contain a training subdirectory containing icons to train on. If you don't have one, you can run which will render the emoiji's as bitmaps. That's only around 1000 images though, which is not very much.

Once you have a dataset in place, train with:

python --dataset=<your set> --mode=train

When done, you can create a poster of your result with

python --dataset=<your set> --mode=poster

Or you can pipe generated icons into an image classifier. You need to have inception5h downloaded in the incpetion5h directory for this to work. You can then run:

python --dataset=<your set> --mode=classify

The results of these steps are stored in the dataset directory.