You get plenty of free space on Flickr.
Is this private unless I want to share? I looked at imgur and it was trying to make me share stuff beyond what I was comfortable with, don't want to do that......
It can be but I think it's the other way around by default. In the settings you can change who can see what when you upload so you could make it private or by invite only.