What is the difference between geometric and biomorphic shape?

A geometric shape is the geometric information which remains when location, scale, orientation and reflection are removed from the description of a geometric object.

A Biomorphic Shape is a painted, drawn, or sculptured free form or design suggestive in shape of a living organism, especially an ameba or protozoan