I'm seconding what gazumped said @dmmontana
I was having issues with a photo staying as a background, and I confirmed it was about 6MB. Once I trimmed it down, I find it is able to stay without issue.
There is no prompting for error when you attempt to upload the picture, which caused for some confusion.