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๐Ÿ“„ ์†๊ธ€์”จ๋ฅผ ์ฝ๋Š” AI, ์ˆ˜ํ•™ OCR

๐Ÿ‡บ๐Ÿ‡ธ View in English

์†๊ธ€์”จ๋กœ ์ ์€ ๊ธ€์”จ๋ฅผ ์ฝ์–ด์„œ ํ…์ŠคํŠธ์™€ ์ด๋ฏธ์ง€๋กœ ๋ฐ˜ํ™˜ํ•˜๋Š” ๋ชจ๋ธ์ž…๋‹ˆ๋‹ค.

โœจ ์ฃผ์š” ๊ธฐ๋Šฅ

  • โœ… ํŒŒ์ผ ๊ฒฝ๋กœ๋งŒ ์ž…๋ ฅํ•˜์—ฌ ์‚ฌ์šฉ์ด ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค
  • ๐Ÿ“ท ๋‹ค์–‘ํ•œ ์ด๋ฏธ์ง€ ํ˜•์‹ ์ง€์›ํ•ฉ๋‹ˆ๋‹ค.
  • โšก ๊ฐ„๋‹จํ•˜๊ณ  ์‹ ์†ํ•˜๊ฒŒ ํ…์ŠคํŠธ ์ถ”์ถœํ•ฉ๋‹ˆ๋‹ค.

๐Ÿš€ ์‚ฌ์šฉ ๋ฐฉ๋ฒ•

  1. ๊ธฐ๋ณธ ์„ค์น˜์š”์†Œ๋ฅผ ์ค€๋น„ํ•ฉ๋‹ˆ๋‹ค.
  2. ์ด๋ฏธ์ง€ ํŒŒ์ผ์˜ ๊ฒฝ๋กœ๋ฅผ ์„ค์ •ํ•˜๊ณ  ์ฝ”๋“œ๋ฅผ ์‹คํ–‰ํ•ฉ๋‹ˆ๋‹ค.
  3. ์ถ”์ถœ๋œ ํ…์ŠคํŠธ๋ฅผ ๋‹ค์šด๋กœ๋“œํ•˜๊ฑฐ๋‚˜ ๋ณต์‚ฌํ•ฉ๋‹ˆ๋‹ค.

๐Ÿ”ง Installation

-MacTex: ๋งฅOS๋ฅผ ์‚ฌ์šฉํ•˜๊ณ  ์žˆ๋‹ค๋ฉด, MacTex๋ฅผ ์„ค์น˜ํ•ด์•ผํ•ฉ๋‹ˆ๋‹ค.

brew install --cask mactex
  • Windows: MiKTeX ๋˜๋Š” TeX Live๋ฅผ ์„ค์น˜ํ•ฉ๋‹ˆ๋‹ค.

-Python Dependencies

pip install torch torchvision torchaudio

์ฐธ๊ณ ์ž๋ฃŒ

Model:

TrOCR_Math_handwritten by fhswf License: afl-3.0

Paper:

Li, M., Lv, T., Cui, L., Lu, Y., Florencio, D., Zhang, C., Li, Z., & Wei, F. (2021). TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models. arXiv preprint arXiv:2109.10282.

BibTeX: text @misc{li2021trocr, title={TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models}, author={Minghao Li and Tengchao Lv and Lei Cui and Yijuan Lu and Dinei Florencio and Cha Zhang and Zhoujun Li and Furu Wei}, year={2021}, eprint={2109.10282}, archivePrefix={arXiv}, primaryClass={cs.CL} }