Very nice paper and interesting result with respect to angularity. Almost paradoxical as round is more prototypical on average, and prototypicality correlates with beauty, but round is lower in rated beauty than angular. The speculation that this has to do with rating vs forced choice is problematic because round objects are judged more beautiful in studies that used ratings and abstract shapes no...

Many thanks for making the images available online. I'd like to use the flowers are a control set of objects in a study with faces. I notice however that the resolution is very low. Would it be possible to obtain higher resolution images? Thanks, Marco