Fourth Industrial Revolution

A new AI can spot art forgeries 

A Libyan businessman Mustafa Iskandar is seen at his art gallery and cultural centre in the old city of Tripoli, Libya April 23,2019. Picture taken April 23, 2019. REUTERS/Ahmed Jadallah - RC1A1BCAEC30

Putting the art in artificial intelligence. Image: REUTERS/Ahmed Jadallah

Victor Tangermann
Writer and Photo Editor, Futurism
Share:
Our Impact
What's the World Economic Forum doing to accelerate action on Fourth Industrial Revolution?
The Big Picture
Explore and monitor how Fourth Industrial Revolution is affecting economies, industries and global issues
A hand holding a looking glass by a lake
Crowdsource Innovation
Get involved with our crowdsourced digital platform to deliver impact at scale
Stay up to date:

Fourth Industrial Revolution

Rembrandt Rip-Off

A couple from Massachusetts has trained a neural network to spot the difference between real oil paintings by 17th century Dutch painter Rembrandt and clever imitations.

As IEEE Spectrum reports, many of the 611 paintings attributed to Rembrandt are thought to be imitations, copies and forgeries. The idea is that this new AI could potentially help separate the authentic ones from the fakes.

Neural Artwork

The couple trained a “convolutional neural network,” which is an AI commonly used in image recognition algorithms, by showing it hundreds of works by Rembrandt and known fakes. Rather than feeding it complete scans of entire paintings — massive files in the gigabyte range that could take forever to process — they split them into much smaller tiles, 13,000 of them in total.

And the results of an initial test are promising: the neural network differentiated fake from real paintings with a 90.4 percent success rate.

But it still takes a zoomed-out view for the AI to do an effective job.

“If you really want to see what differentiates Rembrandt, you have to look at a bigger piece of the canvas and at a larger compositional level,” Steven Frank, who built the AI with his wife Andrea Frank, told IEEE Spectrum.

Have you read?
Don't miss any update on this topic

Create a free account and access your personalized content collection with our latest publications and analyses.

Sign up for free

License and Republishing

World Economic Forum articles may be republished in accordance with the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Public License, and in accordance with our Terms of Use.

The views expressed in this article are those of the author alone and not the World Economic Forum.

Related topics:
Fourth Industrial RevolutionArtificial Intelligence
Share:
World Economic Forum logo
Global Agenda

The Agenda Weekly

A weekly update of the most important issues driving the global agenda

Subscribe today

You can unsubscribe at any time using the link in our emails. For more details, review our privacy policy.

Space: The $1.8 Trillion Opportunity for Global Economic Growth

Bart Valkhof and Omar Adi

February 16, 2024

About Us

Events

Media

Partners & Members

  • Join Us

Language Editions

Privacy Policy & Terms of Service

© 2024 World Economic Forum