People will be much less likely to make those claims if you clearly state where the data is being stored. This article + their project page doesn't mention anything about privacy.
I don't know anything about Squeezenet, but it makes a lot of calls to storage.googleapis.com. I wouldn't be surprised if it's making some PUT requests. https://github.com/googlecreativelab/teachable-machine/blob/...