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Swin transformer backbone Multilingual OCR pipeline Project Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation with Swin Transformer Recognizer

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Fast + Swin Transformer OCR Model

Multilingual OCR Pipeline

OCR-pipeline-구조도

Dataset

  • (한, 중, 일, 영)4개국어 간판, 미디어, 자막, 등 데이터셋
  • (데이터셋과 weight파일은 깃 레포지토리에서 제외하였음.)

Output

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Swin transformer backbone Multilingual OCR pipeline Project Faster Arbitrarily-Shaped Text Detector with Minimalist Kernel Representation with Swin Transformer Recognizer

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  • Python 61.0%
  • C++ 29.2%
  • Jupyter Notebook 6.7%
  • Cuda 1.9%
  • Cython 0.8%
  • CMake 0.4%