I did try it with my picture. Very interesting results.
It definitely did find my picture but i cannot access all the ones that it has flagged for me as it is behind a paywall.
But most interesting is that it found a lot of people that we appear identical.
My pictures are already out there, so i used a random picture. If it found me then, no worrying in me uploading the picture as i am already in the system.