Updated README.md

README.md

@@ -10,4 +10,21 @@ pinned: false
 license: other
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# XAITK-Gradio
+
+For `gradio` configuration, check out the configuration reference at
+https://huggingface.co/docs/hub/spaces-config-reference
+
+To run locally, clone repository and install `gradio>=4.0.0` and `requirements.txt` in a Python>=3.8 environment. Run
+`python app.py` to launch the app. For development purposes, it may be helpful to instead run `gradio app.py` to launch
+the app in hot reload mode.
+
+Note: A stable internet connection is required to download the models and test image included in this demo.
+
+```bash
+pip install "gradio>=4.0.0"
+pip install -r requirements.txt
+python app.py
+```
+
+[Check out XAITK-Saliency on GitHub!](https://github.com/XAITK/xaitk-saliency)