I assume it's the following link: https://azure.microsoft.com/en-us/services/cognitive-service...

Hmm ok, yeah apparently you can leverage their API's and teach new labels for your own data.

https://azure.microsoft.com/en-us/services/cognitive-service...

That is great and will definetly help with problems where your task isn't just to recognize cats and dogs the only downside is that you are giving your data away and it will also help your competitors.