Using AI to create new Ability icons

I trained an AI to create new DotA 2 ability icons. Here are the results:
https://imgur.com/cN11mVS

While the results aren't very promising, it was a fun experiment. The biggest issue is that there are only ~1400 icons to use (For reference, most similar GANs use 100-200k images). Maybe I can give it another shot after there are 100x more heros and custom icons.

The entire output, including a training animation is availble on imgur and code on GitHub

submitted by /u/DoubleGremlin181
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