Can software determine the aesthetic value of a photograph?
Professional art critics endlessly debate the merits of various photographs -- heck, that's the entire premise of a photography contest! -- but what if a computer could reliably do the same thing? Researchers at Penn State put together a photo ranking algorithm that you can now test for yourself on the web. It's called Acquine, and it's based on data from large numbers of human ratings that determined what people find aesthetically pleasing in a photo.
For best results, give Acquine a high-resolution color photo, at least 600x600 pixels. It will give the photo an unbiased rating between 0 and 100. There's a library of the photos people have already uploaded, and you check them out in rank order to see if the algorithm gives the same results you would have. It's definitely an interesting exercise, and a thought-provoking comment on the challenges of replicating human aesthetic judgments through software.
For best results, give Acquine a high-resolution color photo, at least 600x600 pixels. It will give the photo an unbiased rating between 0 and 100. There's a library of the photos people have already uploaded, and you check them out in rank order to see if the algorithm gives the same results you would have. It's definitely an interesting exercise, and a thought-provoking comment on the challenges of replicating human aesthetic judgments through software.













Comments
4
Subscribe to commentsRobertMay 21st 2009 1:55PM
Yay! One step closer to cylons / terminators!
Mattew A.May 21st 2009 10:06PM
This is a neat concept, but I tried it with a few stock photos which I considered to be of similar aesthetic value and the ratings were all over the place. It gave a beautiful one of a hurricane viewed from space a 40%!
DavidMay 22nd 2009 9:07AM
I was surprised to see that a photo I submitted scored a 98.3. Not sure why
rahulgupta_1983May 22nd 2009 2:17PM
The site contains sensuous photos far more in number than any other category of photos with aesthetic value.