You may have heard of computer vision, a machine's ability to analyze, understand and recognize objects in an image, but did you know that machines can also detect aesthetic qualities in a photograph?
Though beauty can be very subjective, there are compositional rules that determine aesthetic merit in a photograph: depth of field, the rule of thirds, contrast, geometry, and elements that stand out to name a few.
EyeEm, a startup based out of Berlin, has developed algorithms that are able to spot these qualities and determine whether a photograph is aesthetically pleasing or not.
Below is a list of photos curated by the system. You be the judge.
A bird's eye view of worshippers during Hajj in Saudi Arabia
Photo captured by Rosley
Last minute goldfish shopping for “Haft Seen”, only a couple days before Nowrouz, in Tehran, Iran
Photo captured by Sam Salek
Petra by night
Photo captured by Fabio
Abu Dhabi coastline
Photo captured by Ryan Lim
Nizwa Fort in Oman
Photo captured by Nuchylee
The 7th District 'الحي السابع', in Cairo, Egypt
Photo captured by Syaaa Ariff
Street Vendor at Souq Wagif in Qatar
Photo captured by Luana Ciavattella
Islamic architecture in Marrakesh, Morocco
Photo captured by Armita Ghasabi
A restaurant's outdoor seating area in Lebanon
Photo captured by andrea
Sultan Ahmed Mosque Sultanahmet in İstanbul, Turkey
Photo captured by fatihc
Portrait from Tehran, Iran
Photo captured by Armita Ghasabi
Curious to know more? Ramzi Rizk, EyeEm's Cofounder and CTO, will be speaking at STEP Conference 2017 this April in Dubai. You can buy your ticket here.