On both Mona Lisa and Margaret Thatcher nothing "jumped out" at me on the upside down photos. For Mona Lisa, it didn't immediately jump out in the right side up pictures but then I "got it". With Margaret Thatcher, the right side up picture is a little more grotesque and jumped out right away.
With the spinning dancer, I first saw her spinning anti-clockwise, but then she changed direction on me; I couldn't make her do this by concentrating/focussing but the did change direction a couple of times. Also, if I clicked off the page and then opened it again, she would be anti-clockwise again, then change. I'm left-handed.