https://github.com/msight-tech/research-charnet

CharNet: Convolutional Character Networks
https://github.com/msight-tech/research-charnet

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CharNet: Convolutional Character Networks

• Host: GitHub
• URL: https://github.com/msight-tech/research-charnet
• Owner: msight-tech
• License: other
• Created: 2019-10-17T11:43:16.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2023-01-26T08:21:39.000Z (almost 2 years ago)
• Last Synced: 2024-08-01T13:32:02.840Z (3 months ago)
• Language: Python
• Homepage:
• Size: 255 KB
• Stars: 610
• Watchers: 84
• Forks: 142
• Open Issues: 40
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Convolutional Character Networks

This project hosts the testing code for CharNet, described in our paper:

    Convolutional Character Networks

    Linjie Xing, Zhi Tian, Weilin Huang, and Matthew R. Scott;

    In: Proceedings of the IEEE International Conference on Computer Vision (ICCV), 2019.

   

## Installation

```

pip install torch torchvision

python setup.py build develop

```

## Run

1. Please run `bash download_weights.sh` to download our trained weights. 

2. For ICDAR 2015, please run the following command line. Please replace `images_dir` with the directory containing ICDAR 2015 testing images. The results will be in `results_dir`.

    ```

    python tools/test_net.py configs/icdar2015_hourglass88.yaml  

    ```

## Citation

If you find this work useful for your research, please cite as:

    @inproceedings{xing2019charnet,

    title={Convolutional Character Networks},

    author={Xing, Linjie and Tian, Zhi and Huang, Weilin and Scott, Matthew R},

    booktitle={Proceedings of the IEEE International Conference on Computer Vision (ICCV)},

    year={2019}

    }

    

## Contact

For any questions, please feel free to reach: 

```

[email protected]

```

## License

CharNet is CC-BY-NC 4.0 licensed, as found in the [LICENSE](LICENSE) file. It is released for academic research / non-commercial use only. If you wish to use for commercial purposes, please contact [email protected].