Percepts are the things given by perception / taken in the act of perceiving.
Concepts are the things added to perception / things with the taken.
Traditional and Mainstream Contemporary Views
Most of modern psychology grows out of the tradition of "British Empiricism", at least in the sense that most psychologists assumed that perception gives some sort of atomistic units that must be put together and made sense of through some mental process. They assume that percepts - what is gotten from the world - are, as Gibson would somewhat mockingly say, a "scintillation of sensations", an inherently meaningless array of color points, pressure measures, scent elements, etc. Sometimes psychologists more generously start from something like the stationary retinal image, in which case percepts are a disconnected patchwork of colored shapes, sounds, touches, smells, etc.