Walnut Kernels are the edible, wrinkled, brown-colored nuts, enclosed in a brown seed coat. They are obtained from the walnut trees, belonging to the Juglandaceae family, in the genus, Juglan. The kernels have two bumpy lobes that look like abstract butterflies.