SAM

Semantic Graph Representation Learning for Handwritten Mathematical Expression Recognition (ICDAR 2023)

This is the official pytorch implementation of SAM[ICDAR'2023].

Zhuang Liu, Ye Yuan, Zhilong ji, Jingfeng Bai and Xiang Bai

Pipeline

Usage

You need config the config file and run train or inference after.

python train.py --config config_v2.yaml

Citation

@misc{liu2023semantic,
    title={Semantic Graph Representation Learning for Handwritten Mathematical Expression Recognition},
    author={Zhuang Liu and Ye Yuan and Zhilong Ji and Jingfeng Bai and Xiang Bai},
    year={2023},
    eprint={2308.10493},
    archivePrefix={arXiv},
    primaryClass={cs.CV}
}

Recommendation

Some other excellent open-sourced HMER algorithms can be found here:

WAP[PR'2017] DWAP-TD[ICML'2020] BTTR[ICDAR'2021] ABM[AAAI'2022] SAN[CVPR'2022] CoMER[ECCV'2022] CAN[ECCV'2022]