Color changes

I uploaded a photo to my homepage (parralax) but color wasn't good. I changed it in photo's, uploaded again but Squarespace kept on showing first version of the image. How can I prevent this ?

I am noticing this ALOT latley and as a photographer this is not a good repentation of my work! 
I am really struggling + to love my site now that I am having this issue.