Women wearing men's clothing. Thoughts?

Hiii, me again :)

This post shall be a little different, as you may tell from the title, it's not going to be a cross dressing post... let me explain.
I need a new pair of trainers as I'm buying a bike soon in my desperate attempt to get more fit and well, the only trainers I have are not suitable for bike riding. I was looking around and finally found a pair of Adidas Samba's that I fell in love with. I went back to the shop a few weeks later to realise they were in the Junior section - what an idiot.
I asked around for Women's Samba's and no where had them in stock, I Googled them when I got home and to what I've found is that Adidas do not make Samba's for women. How annoying they make them for men, juniors and even babies, but not women.
Ohh, how sad :(
But to the point of this post, I went back into the shop and found the men's Samba's. I tried them on in my size and I do love them. I think they looked good and so did my boyfriend who was with me when I tried them on at the time. 

Kristen Stewart wearing my Sambas.

My question, would you think they would look weird seeing a women wear men's trainers?
I don't think they look man-ish at all, what do you think?