This dataset consists of near-infrared spectral images of eight different varieties of corn seeds, classified as FH759, JL59，JY54，JY205， LH205，XX5， ZY2207， SY81. Each variety contains images of embryonic and endosperm surfaces, with 50 samples per image. The wavelength range is 881-1715 nm.