Update README.md

README.md

@@ -11,4 +11,52 @@ pinned: false
 suggested_hardware: "a10g-small"
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+tags:
+- text-to-image
+- creative
+- control-image
+- stable-diffusion
+- pinned: false
+datasets:
+- ClaireOzzz/All_Images
+- ClaireOzzz/Porcelain
+
+---
+
+# SUTDxSUNS Spatial Project: A 2.5D Control Generator 
+
+![image/png](https://github.com/ClaireOzzz/ImageURLhost/blob/main/Prototype%20Tests.png?raw=true)
+
+## Status
+
+Currently ongoing - will be completed by the 17th of December
+
+## Demo
+
+Try out the prototype on [COLAB](https://colab.research.google.com/drive/18FBtOWcf9jgLGV-p-ATPNtCHus2yWe-W?usp=sharing)
+
+## Project Description
+
+This project was for a short-term design studio that required applied deep learning and linking of existing models for spatial design. Special thanks to SUNS for providing us with data.
+The controlnet training model and generation code is credited to fffiloni, while the depthmap generation to GLTF model is credited to Radamés Ajna.
+
+[Training model](https://huggingface.co/spaces/fffiloni/train-dreambooth-lora-sdxl)
+[Generation model](https://huggingface.co/spaces/fffiloni/sdxl-control-loras)
+[3D Depth model](https://huggingface.co/spaces/radames/dpt-depth-estimation-3d-obj)
+
+## Pipeline
+
+![image/png](https://github.com/ClaireOzzz/ImageURLhost/blob/main/New%20Pipeline.png?raw=true)
+
+
+### Key Features
+
+- **User-Friendly Training Interface for non-developers**
+- 
+- **Text-to-Image Generation with control** 
+
+- **Specific Training Data** 
+
+- **2.5D Visualisation** B
+
+