ACQUINE has made automated rating of photographic aesthetics available on the web. We compare the influence of various factors, such as color, sharpness, and contrast, on the ratings that it gives. We also compare results with those given by human judges.
Ramakrishna Kakarala, Todd S. Sachs, Vittal Premachandran, "Comparing automated and human ratings of photographic aesthetics" in Proc. IS&T 19th Color and Imaging Conf., 2011, pp 217 - 222, https://doi.org/10.2352/CIC.2011.19.1.art00044