What are some good image editor apps for Android?

The problem with most smartphone image editors is that they are meant for quick edits to photos. Usually they are limited to cropping, adding filters and drawing. I'm looking for something a little more capable, something more akin to a traditional desktop editor like GIMP. Open source is a plus.