remidomingues / POI-Clustering

Clustering of points of interest based on geolocated pictures retrieved from Flickr

POI Clustering

Overview

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

Dependencies

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

Functionalities

• 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.