Our tech team is working on improving the product constantly. Right now, they are testing clustering algorithms, that will replace current ones. This technology is used for dividing faces to different groups by specific features before recognition.
Look at the clustering map. Isn’t it fascinating?
Those lines are connecting faces with some similarities — the brighter is blue the more similar are faces. Colors on pictures visually mark each cluster. The algorithm is tested using small data-set — faces from short piece of demo video stream, that is published on our website.
Here you can see every cluster in separate folder.
Source: Deep Learning on Medium