Clustering

Background

This is an important feature for big clients, like RMS, that have Face Recognition feature and it’s getting harder and harder to assign hundreds of profiles.

Concept Description

This is a Clustering algorithm for unassigned drivers’ profiles that simplifies the assignment process. Cluster analysis or clustering is the task of grouping a set of objects in such a way that objects in the same group (called a cluster) are more similar (in some sense) to each other than to those in other groups (clusters). In our case, it’s grouping a set of pictures that are similar and may or may not belong to a driver.