Read Ten Lines at One Glance: Line-Aware Semi-Autoregressive Transformer for Multi-Line Handwritten Mathematical Expression Recognition

Project structure

├── README.md
├── last               # model definition folder
├── config.yaml         # config for hyperparameter
├── lightning_logs      # training logs
│   └── version_0
│       ├── checkpoints
│       │   └── epoch.ckpt
│       ├── config.yaml
│       └── hparams.yaml
├── requirements.txt
├── setup.cfg
├── setup.py
└── train.py

Install dependencies

cd LAST
# install project   
conda create -y -n LAST python=3.7
conda activate LAST
conda install pytorch=1.8.1 torchvision=0.2.2 cudatoolkit=11.1 pillow=8.4.0 -c pytorch -c nvidia
# training dependency
conda install pytorch-lightning=1.4.9 torchmetrics=0.6.0 -c conda-forge
# evaluating dependency
conda install pandoc=1.19.2.1 -c conda-forge
pip install -e .