# Demo 1: Real-Time Web Demo See [our YouTube video](https://www.youtube.com/watch?v=LZJOTRkjZA4) of using this in a real-time web application for face recognition. The source is available in [demos/web](https://github.com/cmusatyalab/openface/blob/master/demos/web). The browser portions have been tested on Google Chrome 46 in OSX. This demo does the full face recognition pipeline on every frame. In practice, object tracking [like dlib's](http://blog.dlib.net/2015/02/dlib-1813-released.html) should be used once the face recognizer has predicted a face. To run on your system, first follow the [Setup Guide](setup.md) and make sure you can run a simpler demo, like the [comparison demo](demo-2-comparison.md). Next, install the requirements for the web demo with `./install-deps.sh` and `sudo pip install -r requirements.txt` from the `demos/web` directory. This is currently not included in the Docker container. The application is split into a processing server and static web pages that communicate via web sockets. Start the server with `./demos/web/server.py`. With your client system with webcam and browser, you should now be able to send a request to the websocket connection with `curl your-server:9000` (`localhost:9000` if running on your machine), which should inform you that it's' a WebSocket endpoint and not a web server. Please check routing between your client and server if you get connection refused issues. If you are running the server remotely (relative to your browser) or in a Docker container, change the WebSocket connection in [index.html](https://github.com/cmusatyalab/openface/blob/master/demos/web/index.html) from `127.0.0.1` to the IP address of your server that you were able to connect to with `curl`. With the WebSocket server running, serve the static website with `python2 -m SimpleHTTPServer 8000` from the `/demos/web` directory. You should now be able to access the demo from your browser at `http://your-server:8000`, (`http://localhost:8000` if running on your machine), The saved faces are only available for the browser session.