Datasets/ AVA: A Large-Scale Database for Aesthetic Visual Analysis

Aesthetic Visual Analysis (AVA) contains over 250,000 images along with a rich variety of meta-data including a large number of aesthetic scores for each image, semantic labels for over 60 categories as well as labels related to photographic style for high-level image quality categorization.

Related publication:

  • Naila Murray, Luca Marchesotti, Florent Perronnin. AVA: A Large-Scale Database for Aesthetic Visual Analysis. Computer Vision and Pattern Recognition (CVPR), 2012.