add hugging_face demo.

README.md

@@ -20,8 +20,8 @@ S-Lab, Nanyang Technological University
 
 ### Update
 
-- **2022.09.14**: Integrated to :hugs: [Hugging Face](https://replicate.com/). Try out online demo! [![Hugging Face](https://img.shields.io/badge/Demo-%F0%9F%A4%97%20Hugging%20Face-blue)](https://huggingface.co/spaces/sczhou/CodeFormer)
-- **2022.09.09**: Integrated to :rocket: [Replicate](https://replicate.com/). Try out online demo! [![Replicate](https://img.shields.io/badge/Demo-%F0%9F%9A%80%20Replicate-blue)](https://replicate.com/sczhou/codeformer)
+- **2022.09.14**: Integrated to :hugs: [Hugging Face](https://huggingface.co/spaces). Try out online demo! [![Hugging Face](https://img.shields.io/badge/Demo-%F0%9F%A4%97%20Hugging%20Face-blue)](https://huggingface.co/spaces/sczhou/CodeFormer)
+- **2022.09.09**: Integrated to :rocket: [Replicate](https://replicate.com/explore). Try out online demo! [![Replicate](https://img.shields.io/badge/Demo-%F0%9F%9A%80%20Replicate-blue)](https://replicate.com/sczhou/codeformer)
 - **2022.09.04**: Add face upsampling `--face_upsample` for high-resolution AI-created face enhancement.
 - **2022.08.23**: Some modifications on face detection and fusion for better AI-created face enhancement.
 - **2022.08.07**: Integrate [Real-ESRGAN](https://github.com/xinntao/Real-ESRGAN) to support background image enhancement.

app.py

@@ -199,12 +199,13 @@ description = r"""<center><img src='https://user-images.githubusercontent.com/14
 🤗 Try CodeFormer for improved stable-diffusion generation!<br>
 """
 article = r"""
-If CodeFormer is helpful, please help to ⭐ the <a href='https://github.com/sczhou/CodeFormer' target='_blank'>Github Repo</a>. Thanks!
+If CodeFormer is helpful, please help to ⭐ the <a href='https://github.com/sczhou/CodeFormer' target='_blank'>Github Repo</a>. Thanks! 
 [![GitHub Stars](https://img.shields.io/github/stars/sczhou/CodeFormer?style=social)](https://github.com/sczhou/CodeFormer)
 
 ---
 
-📝 Citation
+📝 **Citation**
+
 If our work is useful for your research, please consider citing:
 ```bibtex
 @article{zhou2022codeformer,
@@ -215,7 +216,8 @@ If our work is useful for your research, please consider citing:
 }
 ```
 
-📧 Contact
+📧 **Contact**
+
 If you have any questions, please feel free to reach me out at <b>shangchenzhou@gmail.com</b>.
 
 ![visitors](https://visitor-badge.glitch.me/badge?page_id=sczhou/CodeFormer)
@@ -227,7 +229,7 @@ gr.Interface(
         gr.inputs.Checkbox(default=True, label="Background_Enhance"),
         gr.inputs.Checkbox(default=True, label="Face_Upsample"),
         gr.inputs.Number(default=2, label="Rescaling_Factor"),
-        gr.Slider(0, 1, value=0.5, step=0.01, label='Codeformer_Fidelity, 0 for better quality, 1 for better identity')
+        gr.Slider(0, 1, value=0.5, step=0.01, label='Codeformer_Fidelity: 0 for better quality, 1 for better identity')
     ], [
         gr.outputs.Image(type="numpy", label="Output"),
     ],
@@ -241,4 +243,4 @@ gr.Interface(
         ['04.jpg', True, True, 2, 0.1],
         ['05.jpg', True, True, 2, 0.1]
       ]
-    ).launch()
+    ).launch()