I gave a talk on the theory behind image to image search if anyone is interested. Image search is essentially what this backend well suited for and what the graphic on their home page uses:
* CNN (plenty of pre-trained * Approximate Nearest Neighbors Database (Annoy, etc) * webserver to host CNN and serve UI
It's popular to serve tensorflow models w/ tensorflow severing + kubernetes and that's what' I've done in the past.