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@@ -8,7 +8,7 @@ language:
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  ![License](https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-red.svg)
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  <p align="left">
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- 🌐 <a href="https://anomalygpt.github.io" target="_blank">Project Page</a> β€’ πŸ€— <a href="https://huggingface.co/spaces/FantasticGNU/AnomalyGPT" target="_blank">Online Demo</a> β€’ πŸ“ƒ <a href="" target="_blank">Paper</a> β€’ πŸ€– <a href="https://huggingface.co/FantasticGNU/AnomalyGPT" target="_blank">Model</a> β€’ πŸ“Ή <a href="https://www.youtube.com/watch?v=lcxBfy0YnNA" target="_blank">Video</a>
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  </p>
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@@ -262,7 +262,7 @@ If you found AnomalyGPT useful in your research or applications, please kindly c
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  @article{gu2023anomalyagpt,
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  title={AnomalyGPT: Detecting Industrial Anomalies using Large Vision-Language Models},
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  author={Gu, Zhaopeng and Zhu, Bingke and Zhu, Guibo and Chen, Yingying and Tang, Ming and Wang, Jinqiao},
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- journal={arXiv preprint arXiv:},
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  year={2023}
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  }
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  ```
 
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  ![License](https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-red.svg)
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  <p align="left">
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+ 🌐 <a href="https://anomalygpt.github.io" target="_blank">Project Page</a> β€’ πŸ€— <a href="https://huggingface.co/spaces/FantasticGNU/AnomalyGPT" target="_blank">Online Demo</a> β€’ πŸ“ƒ <a href="https://arxiv.org/abs/2308.15366" target="_blank">Paper</a> β€’ πŸ€– <a href="https://huggingface.co/FantasticGNU/AnomalyGPT" target="_blank">Model</a> β€’ πŸ“Ή <a href="https://www.youtube.com/watch?v=lcxBfy0YnNA" target="_blank">Video</a>
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  </p>
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  @article{gu2023anomalyagpt,
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  title={AnomalyGPT: Detecting Industrial Anomalies using Large Vision-Language Models},
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  author={Gu, Zhaopeng and Zhu, Bingke and Zhu, Guibo and Chen, Yingying and Tang, Ming and Wang, Jinqiao},
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+ journal={arXiv preprint arXiv:2308.15366},
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  year={2023}
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  }
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  ```