README.md

업스테이지 수학 수식 OCR 모델

Requirements

• Python 3
• PyTorch

All dependencies can be installed with PIP.

pip install tensorboardX tqdm pyyaml psutil

현재 검증된 GPU 개발환경으로는

• Pytorch 1.0.0 (CUDA 10.1)
• Pytorch 1.4.0 (CUDA 10.0)
• Pytorch 1.7.1 (CUDA 11.0)

Supported Models

• CRNN
• SATRN

Supported Data

• Aida (synthetic handwritten)
• CROHME (online handwritten)
• IM2LATEX (pdf, synthetic handwritten)
• Upstage (print, handwritten)

모든 데이터는 팀 저장소에서 train-ready 포맷으로 다운 가능하다.

[dataset]/
├── gt.txt
├── tokens.txt
└── images/
    ├── *.jpg
    ├── ...     
    └── *.jpg

Usage

Training

python train.py

Evaluation

python evaluate.py