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README.md

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-## Title
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+Text2image implementation through StableDiffusion
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-  Text2image implementation through StableDiffusion
 ## Overview
 
-  Stable Diffusion is a software library that provides efficient and accurate algorithms for solving diffusion equations numerically. It is designed to handle diffusion problems in various scientific and engineering fields, such as heat transfer, fluid dynamics, and chemical reactions.
+Stable Diffusion is a software library that provides efficient and accurate algorithms for solving diffusion equations numerically. It is designed to handle diffusion problems in various scientific and engineering fields, such as heat transfer, fluid dynamics, and chemical reactions.
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 ## Author
 
-Xiaoyin Chang(3270939387@qq.com)
+- CHANG XIAOYIN(3270939387@qq.com)
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 ## Features
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 - Support for various discretization schemes, including finite difference, finite element, and spectral methods
 
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 ## Code example
 
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 image = pipe(prompt).images[0] image.save("orange_cat.png"/“corgi.png”)
 ```
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+## resule picture
 
+![App Screenshot](https://towhee.io/text2image/stable-diffusion/raw/branch/main/an%20orange%20cat.png)
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-## Screenshots
 
-[Alt text](https://towhee.io/text2image/stable-diffusion/raw/branch/main/an%20orange%20cat.png)
 ## Contributing
 
-  If you find any issues or have suggestions for improvements, please submit them through the GitHub issue tracker. Contributions to the Stable Diffusion are welcome. You can fork the repository, make your changes, and submit a pull request.
+f you find any issues or have suggestions for improvements, please submit them through the GitHub issue tracker. Contributions to the Stable Diffusion are welcome. You can fork the repository, make your changes, and submit a pull request.
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+Please ensure that your contributions adhere to the coding conventions and style guidelines outlined in the repository.
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-  Please ensure that your contributions adhere to the coding conventions and style guidelines outlined in the repository.
 ## License
 
-  Stable Diffusion is licensed under the MIT License. You are free to use, modify, and distribute the library in accordance with the terms of this license.
-## Contact
+Stable Diffusion is licensed under the MIT License. You are free to use, modify, and distribute the library in accordance with the terms of this license.
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+## Contacts
 
-  If you have any questions or need further assistance, feel free to reach out to the development team at 3270939387@qq.com. We would be happy to assist you.
-## Screenshots
+If you have any questions or need further assistance, feel free to reach out to the development team at 3270939387@qq.com. We would be happy to assist you.
 
-[Alt text](https://towhee.io/text2image/stable-diffusion/raw/branch/main/an%20orange%20cat.png)
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