• Title/Summary/Keyword: Hangul Font Dataset

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Hangul Font Dataset for Korean Font Research Based on Deep Learning (딥러닝 기반의 한글 폰트 연구를 위한 한글 폰트 데이터셋)

  • Ko, Debbie Honghee;Lee, Hyunsoo;Suk, Jungjae;Hassan, Ammar Ul;Choi, Jaeyoung
    • KIPS Transactions on Software and Data Engineering
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    • v.10 no.2
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    • pp.73-78
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    • 2021
  • Recently, as interest in deep learning has increased, many researches in various fields using deep learning techniques have been conducted. Studies on automatic generation of fonts using deep learning-based generation models are limited to several languages such as Roman or Chinese characters. Generating Korean font is a very time-consuming and expensive task, and can be easily created using deep learning. For research on generating Korean fonts, it is important to prepare a Korean font dataset from the viewpoint of process automation in order to keep pace with deep learning-based generation models. In this paper, we propose a Korean font dataset for deep learning-based Korean font research and describe a method of constructing the dataset. Based on the Korean font data set proposed in this paper, we show the usefulness of the proposed dataset configuration through the process of applying it to a deep learning Korean font generation application.