This study aimed to develop an approach for quickly and noninvasively differentiating the roasting degrees of coffee beans using hyperspectral imaging (HSI). The qualitative properties of seven roasting degrees of coffee beans (unroasted. light. moderately light. https://journeysgiftes.shop/product-category/nulls-gift-product/