This is a dataset for image aesthetic assessment, containing more than 250,000 images and rich metadata. The dataset has 66 categories of semantic annotations and 14 categories of photographic style annotations, and each image has an aesthetic score. Compared with existing datasets, this dataset has advantages in terms of scale, diversity, and heterogeneity of annotations, and can be used to study computational models of aesthetic preferences.