The dataset contains 16 types of flower images, including 13,618 training images and 98 verification images, supporting the recognition of the following flower types: carnation, iris, bellflower, goldenrod, rose, astilbe, tulip, marigold, dandelion, coreopsis, black-eyed daisy, water lily, sunflower, and daisy.