Update README.md

README.md

@@ -1,33 +1,42 @@
 # Stable Diffusion Notebook UI
 
-[![Open In Colab][colab-badge]](https://colab.research.google.com/github/ArchieMeng/stable-diffusion-notebookui/blob/master/stable_diffusion_notebookui.ipynb)
+[![Tests](https://github.com/ArchieMeng/stable-diffusion-notebookui/actions/workflows/run_tests.yaml/badge.svg)](https://github.com/ArchieMeng/stable-diffusion-notebookui/actions/workflows/run_tests.yaml)
 
-The main purpose of this project is to make evaluations of Stable Diffusion models easier and quicker. However, you may use to generate images, study Stable Diffusion pipelines, make experiments and so on.
+The primary objective of this project is to simplify and expedite the evaluation process for Stable Diffusion models. However, you may also use it to generate images, explore Stable Diffusion pipelines, conduct  experiments, and more.
 
+![Screenshot_%Y%M%D_%H%m%S-1](assets/colab-example.jpg)
 
+## Usage
 
-## Contribute
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ArchieMeng/stable-diffusion-notebookui/blob/master/stable_diffusion_notebookui.ipynb)
+
+Just open the notebook using online platforms such as Colab, Kaggle, etc.
+
+## Example output
+
+![output](assets/output.png)
 
-Contributions are welcome. 
+## Contribute
 
-**BUT REMEMBER CLEAN UP PRIVATE INFO AND CELL OUTPUTS WHEN MAKES PULL REQUESTS.**
+Contributions are encouraged! However, please **remember to remove any private information** before submitting your code.
 
 ## Todo
 
 - [ ] Produce same result as Stable Diffusion web UI under default settings
 - [ ] Scheduler settings
 - [ ] ENSD support
-- [ ] Save image with parameter
+- [ ] Save image with parameters
+- [ ] Custom models
+  - [ ] VAE
+  - [ ] LORA
+  - [ ] ControlNet
+
 - [x] Multi-GPU supports
 - [ ] img2img
   - [ ] Image Encoder
   - [ ] Upload image
-
-- [ ] VAE
-- [ ] LORA
-- [ ] ControlNet
 - [ ] Notebook Testing CI
-  - [ ] CPU CI
+  - [x] CPU CI
   - [ ] GPU CI?
 
 
@@ -39,5 +48,4 @@ Contributions are welcome.
 - https://github.com/woctezuma/stable-diffusion-colab
 - https://github.com/huggingface/diffusers/issues/2136
 - https://huggingface.co/docs/diffusers/using-diffusers/weighted_prompts
-
-[colab-badge]: <https://colab.research.google.com/assets/colab-badge.svg>
+- https://github.com/AUTOMATIC1111/stable-diffusion-webui/