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Learning to Draw: Generating Icons and Hieroglyphs

Entry
Learning to Draw: Generating Icons and Hieroglyphs
Simple Title
Learning to Draw: Generating Icons and Hieroglyphs
Type
demo
Posted at
January 25, 2017
Tags
artimage
Year
2017
Arxiv
image

Overview

シンプルなRNNのモデルで、8 x 8のアイコンのピクセルの並びを学習して、それらしいアイコンを生成するという実験. わりとかわいいアイコンが生成されているのがわかる.

In this blog post we’ll explore techniques for machine drawn icons. We’ll start with a brute force approach, before moving on to machine learning, where we’ll teach a recurrent neural network to plot icons. Finally we’ll use the same code to generate pseudo hieroglyphs by training the network on a set of hieroglyphs. With the addition of a little composition and a little coloring, we’ll end up with this

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