2026-10-05 · America/Los_Angeles · 社区动态 · #10

Embedding Every Font with Neural Networks makes some Nice Structures (including a flower) [P]

I've been working on a font searching tool for about a year now, and my investigations have centered around pre-training neural networks to produce embeddings of each font. I usually then need to post-train the networks to adapt them to the task of font searching. However, the most interesting thing I created in the course of the project came from the pre-trained models. The process looks like this: I take every glyph in a font, turn them into images, feed them through my custom pre-trained neural network, and get an embedding that represents that font's visual characteristics. I can then…

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