clovaai/fewshot-font-generation
The unified repository for few-shot font generation methods. This repository includes FUNIT (ICCV'19), DM-Font (ECCV'20), LF-Font (AAAI'21) and MX-Font (ICCV'21).
Enables zero-shot font synthesis from <10 reference glyphs across multiple scripts (Korean, Chinese) with flexible dataset formats—supporting both native TTF files and rendered images. Models employ distinct architectures: FUNIT adapts unpaired image translation, DM-Font and LF-Font leverage compositional decomposition with optional component labels, while MX-Font uses multiple expert networks for local style concepts. Built on PyTorch with unified training/evaluation pipelines and integrated support for public FTransGAN datasets.
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Nov 21, 2023
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