Furthermore for many use cases it's unnecessary to keep the pixel values
as ShortTypes and converting them to another type will not harm (that is
especially the case when the aim is image segmentation). It reduces the
amount of hard disc memory to keep the intermediate results. The Image
Converter-node can convert between all available pixels types such that the
pixel values are either just copied, scaled, or normalized and scaled.
TODO image resizer