Update README

README.md

@@ -10,4 +10,27 @@ pinned: false
 short_description: 'A tool to generate authentic autochrome images from text.'
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+
+# Digitized autochrome restoration using synthetic data only
+
+ 
+*Given a green-tinted autochrome image, the algorithm identifies the damaged areas and fixes them while preserving the underlying image features.*
+
+## Setup
+* Tested with Windows 11 -> WSL2 -> Docker 
+* Host: GPU 4090 RTX | Driver Version: 566.24| CUDA Version: 12.7 
+* Docker version 27.2.1, build 9e34c9b
+## Getting Started
+
+These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. 
+This will start the interactive Hugging Face demo but in a container.
+
+### How to install and run
+
+1. Build the docker image with `sh build_docker.sh`
+2. Start the container by `sh start_docker.sh`
+3. To test the demo connect to the container 
+4. Go to `cd /workspace`
+5. Run the interactive demo `python3 demo.py`
+