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We present Typography-MNIST (TMNIST), a dataset comprising of 565,292MNIST-style grayscale images representing 1,812 unique glyphs in varied stylesof 1,355 Google-fonts. The glyph-list contains common characters from over 150of the modern and historical language scripts with symbol sets, and eachfont-style represents varying subsets of the total unique glyphs. The datasethas been developed as part of the CognitiveType project which aims to developeye-tracking tools for real-time mapping of type to cognition and to createcomputational tools that allow for the easy design of typefaces with cognitiveproperties such as readability. The dataset and scripts to generate MNIST-styleimages for glyphs in different font styles are freely available athttps://github.com/aiskunks/CognitiveType.

Typography-MNIST (TMNIST): an MNIST-Style Image Dataset to Categorize Glyphs and Font-Styles