AI RESEARCH
Vision-Braille: A Curriculum Learning Toolkit and Braille-Chinese Corpus for Braille Translation
arXiv CS.CL
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ArXi:2407.06048v2 Announce Type: replace We present Vision-Braille, the first publicly available end-to-end system for translating Chinese Braille extracted from images into written Chinese. This system addresses the unique challenges of limited annotated resources and tone omission. It integrates a robust Braille OCR pipeline with an LLM fine-tuned for sequence-to-sequence translation. We construct a synthetic Braille-Chinese corpus, including tone-omission variants that mimic authentic Braille writing habits.