Add pipeline tag and library name

This PR improves the model card by adding a `pipeline_tag`, ensuring the model can be found at https://huggingface.co/models?pipeline_tag=image-to-image.
It also adds the relevant `library_name`, which is diffusers.

README.md

@@ -1,8 +1,11 @@
 ---
-license: mit
 language:
 - en
+license: mit
+pipeline_tag: image-to-image
+library_name: diffusers
 ---
+
 # 🎨 ColorFlow
 
 *Retrieval-Augmented Image Sequence Colorization*
@@ -52,7 +55,7 @@ Follow these steps to set up and run ColorFlow on your local machine:
 
 - **Run the Application**
 
-  You can launch the Gradio interface for PowerPaint by running the following command:
+  You can launch the Gradio interface for ColorFlow by running the following command:
   ```bash
   python app.py
   ```
@@ -75,7 +78,9 @@ The overview of ColorFlow. This figure presents the three primary components of
 
 ### 📰 News
 
-- **Release Date:** 2024.12.17 - Inference code and model weights have been released! 🎉
+- **Update Date:** December 23, 2024 - We have released the weights for the Sketch_Shading model, along with updates to the related code and demo. You can access the model weights in our [Hugging Face model repository](https://huggingface.co/TencentARC/ColorFlow) and explore the updated demo [here](https://huggingface.co/spaces/TencentARC/ColorFlow). 🎉🔥
+
+- **Release Date:** December 17, 2024 - The inference code and model weights have also been released! 🎉
 
 ### 📋 TODO
 
@@ -96,6 +101,20 @@ url={https://arxiv.org/abs/2412.11815},
 }
 ```
 
+### 📄 Acknowledgments
+
+We would like to acknowledge the following open-source projects that have inspired and contributed to the development of ColorFlow:
+
+- **ScreenStyle**: https://github.com/msxie92/ScreenStyle
+- **MangaLineExtraction_PyTorch**: https://github.com/ljsabc/MangaLineExtraction_PyTorch
+
+We are grateful for the valuable resources and insights provided by these projects.
+
+### 📞 Contact
+
+- **Junhao Zhuang**  
+  Email: [[email protected]](mailto:[email protected])
+
 ### 📄 License
 
 Please refer to our [license file](LICENSE) for more details.