• Originals
    • Categories
      • Gear
        • Forum
          • Picture of the Day
            • Contests
              • More
                • FS Gear Guide
                • Fstoppers T-shirts
              • Home
              • Advertise
              • Meet the Writers
              • Submit Content
              • Contact

              [News] An Algorithm That Tells Which Pics Sucks and Which Rock?

              xx1 [News] An Algorithm That Tells Which Pics Sucks and Which Rock?

              Xerox has a new tool called Aesthetic Image Search in development that supposedly can judge photos based on whether or not they have a good aesthetic or bad. Can’t wait to see what you guys think of this one.
              Check it out and let us know by leaving your comments below.


              xx [News] An Algorithm That Tells Which Pics Sucks and Which Rock?


              Many methods for image classification are based on recognition of parts — if you find some wheels and a road, then the picture is more likely to contain a car than a giraffe. But what about quality? What is it about a picture of a building or a flower or a person that makes the image stand out from the hundreds which are taken with a digital camera every day? Here we tackle the difficult task of trying to learn automatically what makes an image special, and makes photo enthusiasts mark it as high quality.
              Experiment with our newest application (still in the alpha stages!) which retrieves a group of images from a class, and then tries to predict which ones are normal, and which ones are of high quality. Do you agree with the system?


               
              via [Gizmodo]
               
              From Kenn:
              Do you like what we are doing? Then show us some love. Tweet and Like your favorite articles and be sure to leave your comments below. Heck leave a comment even if you don’t like what we are doing. We can take it. ;)

              If you want to receive the best of the month’s posts in a convenient newsletter then don’t forget to subscribe now.
              And don’t be shy. I could use some more friends these days so hit me up on Twitter and Facebook.

              November 23, 2011
              Kenn Tam
              Tweet
              FS News
              « [DIY Video] How To Build And Light A Set For A Product Campaign
              [Video] An Amazing Dance Video Filmed With A Single iPhone »
              • http://www.facebook.com/profile.php?id=881665197 Yui Sotozaki

                I wonder if this is similar to how cameras “recognize” scenes.  It’s picking up some pictures into categories they don’t belong to, but processing them as such.  It’s like the algorithm is missing perspective clue in its way to recognize a scene. Very interesting nonetheless!

              • http://twitter.com/Jensthetraveler Jens Marklund

                Sooo… if you shoot with a black backdrop, and/or make it BW – it’s a good photo?

              • Gareth Bogdanoff

                It relies heavily on rules, like my old nemesis the Rule of Thirds.

                “The Xerox algorithm understands good beach images as simple photos with
                intense colours or dramatic black and white clouds. The algorithm also
                detects images with silky waves captured with long camera exposure.”

                Also, since you can’t click on any of the images, and they have all been cropped into square format, you just have to take their word for it that these images are good or bad. In my opinion, many good images break the rules. I’m guessing that the rule breakers would end up in the “bad” column. I’m not surprised that someone is trying this, and I’m only slightly appalled. Any art buyer who can’t tell for him/herself what makes an image good or bad is not an art buyer who I would ever want to work with.

              • http://profiles.google.com/pete.rocks Peter Dowell

                If you read “how” the algorithm defines “good” images, it essentially consists of the “rules” of photography; rule of thirds, good saturate, tone range, etc. What this doesn’t account for is any kind of emotional reaction provoked by a photograph, or anything that breaks those “rules”. Not that I’d expect a computer to easily define, or find such things!
                Would be interesting to pitch this thing against flickr’s “interestingness algorithm”, which presumably harvests user-generated data rather than anything like this.

              • http://www.facebook.com/people/Tevan-Shii-Lockhart/1718337715 Tevan Shii Lockhart

                The human eye likes “contrast” so I bet the program looks for luminance contrast and color contrast to judge photos.

              • Mike M

                As opposed to the anthropomorphic robots who currently decide what looks awesome or not?  I’m in.

              • Connect with Fstoppers
                Follow @Fstoppers
              • Fstoppers Originals
              • Popular Articles
                • My Top 8 Pieces Of Gear For Shooting Run And Gun Video On A DSLR
                • Canon Photographers Biggest Secret Exposed
                • What A Week Of Groceries Looks Like Around The World
                • Flickr (Finally) Gets Total Design Overhaul, Adds New Features
                • The Story of How Law Enforcement Uses Photoshop to Fight Crime
                • Behind the Scenes of South Carolina Gamecocks' Photoshoot
                • Get a Stanford Education FOR FREE!
                • Bulb Ramping Tutorial Makes Complicated Timelapses Look Easy
                • When and Where To Style Your Food Photography
                • Airline Says 'No Photography' on Flights
                • Scientists take 3D Photos with Single Pixel Sensors
                • Tackle Exposure, Skin, Eyes, Sharpening & More in This 5 Minute Retouch
                • Fstoppers Reviews the Sigma 30mm f/1.4 DC HSM Prime Lens
                • J.J. Abrams On Filmmaking
              • Recent Comments
                • Nicholas Gonzalez said I use Focus Shifter for focusing. really good tool at a great price. And thanks for the post! Very useful »
                • Rob Gray said I can't wait to watch this. Should be fantastic. You guys should do a class on creativeLIVE!!! »
                • David Sharp said I might add a LED light pack to your list, these can be found cheap and are a must for assisting in poorl »
                • Jeremy Stoutamyer said Instead of an L bracket I have the PnC Gearbox and it adds a lot of different mounting possibilities and »
                • Joey Duncan said I don't have a variable ND, nor do I shoot video. I will say though that an ND filter can be VERY nice. »
                • Joey Duncan said but.... but..... BSG did it for like 6 seasons.. it has to be cool! »
                • Kahleem Poole said Agreed on all points here. When I don't need to bring a rig with me, this small handheld rig never fails. »
                • jr456 said Image on the right is the edited one. Texture was gained if anything; not lost. Not sure what was poste »
              • Support Fstoppers
                current nikon rebates deals
              • FS Originals
              • My Top 8 Pieces Of Gear For Shooting Run And Gun Video On A DSLR
              • Canon Photographers Biggest Secret Exposed
              • Endearing Animal Portraits By 18 Year Old Photographer Jessica Trinh
              • How to Go Pro Without Going Crazy
              • Fstoppers Sits Down with Lara Jade
              • Categories
              • Commercial
              • Video
              • Gear
              • Location
              • Strobe Light
              • Contests
              • Win a 30x40 Print
              • Alien Skin Retouch Contest
              • Win the Art Behind the Headshot
              • Black Rapid Contest
              • Win a Lowepro Bag
              • Random Posts
              • Fstoppers Reviews The CamRanger: The Best Thing To Happen To Shooting Tethered…Ever.
              • Watch Camera Tutorials Right on Your Canon DSLR Screen
              • Snowboarding With Frickin Laser Beams: The X-Games Meets TRON in “Black Snow”
              • Blackmagic Design Announces the Crazy Small Pocket Cinema Camera
              • [Gear] Sony XQD Cards and Reader Now Available for Pre-Order
              • Picture of the Day
              • Cyclist
              • Ferris Wheel
              • Cloudbreak
              • Highway 90
              • Frankfurt Delay
              • Home
              • Advertise
              • Meet the Writers
              • Submit Content
              • Contact
              • Sitemap
              © Fstoppers
              Made by Novum