Error when deploying out of Visual Studio

I received an error when trying to deploy out of Visual Studio:
Error occurred in deployment step 'Activate Features': 0x80070005
The issue that caused this error was, that the user I was logged on my Windows, did not have administrative rights in the site-collection I wanted to deploy to.
I added my Windows user as an site-collection administrator and Voila, it worked.