I don't know since which version but there is an option.
Settings -> Display -> Invert Colors (Check/Uncheck)

I have opened a discussion
on whether this needs a hotkey and/or a toolbar button, here:
https://sourceforge.net/p/windjview/discussion/392867/thread/23d61da6/