Thanks, no it only let’s me chose the image. Not the sizes. Once selected, I can see from the source code that it automatically selects a 300×150 version, which somehow is autoscaled.
However, I have uploaded a 600x300px image via ftp and called it “selected-image-name_300x150” and so it works for now.