This application aims finding points of interests in Lyon, France, based on pictures metadata retrieved from Flickr.

To setup dependencies, execute the following command: sudo pip install -r requirements.txt

If you get the following error: clang: error: unknown argument: '-mno-fused-madd' Please run the following command: ARCHFLAGS=-Wno-error=unused-command-line-argument-hard-error-in-future pip install scikit-learn

• To start the clustering using MeanShift (density based algorithm), execute python main.py from the python folder.
• To display the results, execute python server.py, then access localhost:8080 from your browser. The display may take some time.