https://github.com/cvi-szu/stkm
Self-attention based Text Knowledge Mining for Text Detection
Science Score: 13.0%
This score indicates how likely this project is to be science-related based on various indicators:
-
○CITATION.cff file
-
✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
-
○DOI references
-
○Academic publication links
-
○Academic email domains
-
○Institutional organization owner
-
○JOSS paper metadata
-
○Scientific vocabulary similarity
Low similarity (5.5%) to scientific vocabulary
Repository
Self-attention based Text Knowledge Mining for Text Detection
Basic Info
- Host: GitHub
- Owner: CVI-SZU
- License: apache-2.0
- Language: Python
- Default Branch: main
- Size: 1.7 MB
Statistics
- Stars: 47
- Watchers: 4
- Forks: 7
- Open Issues: 4
- Releases: 0
Metadata Files
README.md
STKM: Self-attention based Text Knowledge Mining for Text Detection
This is the pytorch implementation of Paper: Self-attention based Text Knowledge Mining for Text Detection (CVPR 2021).
Model
The pre-trained model is now available. - Baidu Yun password: 5sea - Google Driver
Installation
- Python=3.8
- PyTorch=1.8.0, torchvision=0.9.0, cudatoolkit=10.2
- OpenCV for visualization
Train
python train.py
Test
python eval.py
Transfer and replace
python trans2res.py
Reference
If you find STKM useful in your research, please cite it in your publications:
BibText
@inproceedings{wan2021self,
title={Self-attention based text knowledge mining for text detection},
author={Wan, Qi and Ji, Haoqin and Shen, Linlin},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={5983--5992},
year={2021}
}
Owner
- Name: Computer Vision Institute, SZU
- Login: CVI-SZU
- Kind: organization
- Location: Shenzhen Univeristy, Shenzhen, China
- Website: http://cv.szu.edu.cn/
- Repositories: 13
- Profile: https://github.com/CVI-SZU
Computer Vision Institute, Shenzhen University
GitHub Events
Total
- Watch event: 2
- Fork event: 1
Last Year
- Watch event: 2
- Fork event: 1
Issues and Pull Requests
Last synced: about 1 year ago
All Time
- Total issues: 10
- Total pull requests: 1
- Average time to close issues: about 1 year
- Average time to close pull requests: 8 minutes
- Total issue authors: 8
- Total pull request authors: 1
- Average comments per issue: 1.0
- Average comments per pull request: 0.0
- Merged pull requests: 1
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 0
- Pull requests: 0
- Average time to close issues: N/A
- Average time to close pull requests: N/A
- Issue authors: 0
- Pull request authors: 0
- Average comments per issue: 0
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- whgao97 (2)
- lmplayer (1)
- WayoSunny (1)
- lilong-wen (1)
- Apm5 (1)
- happy20200 (1)
- Airwithcode (1)
- CanCanZeng (1)
Pull Request Authors
- josephzpng (1)
Top Labels
Issue Labels
Pull Request Labels
Dependencies
- Pillow ==9.2.0
- numpy ==1.21.5
- opencv_python ==4.5.5.64