Haunted Faces

Do they scare you? Help our algorithm learn!

Haunted Faces Step #1

We used state-of-the-art deep learning algorithms to generate new faces.

Haunted Faces Step #2

Then, we dropped a hint of scariness onto the generated faces in the spirit of Halloween.

Haunted Faces Step #3

Now, we wonder: which faces are scarier? Help our algorithm learn
scariness by voting our faces!


Haunted Places

We use state-of-the-art deep learning (937) 726-9834 to learn how haunted houses, or toxic cities look like. Then, we apply the learnt style to famous landmarks and present you: AI-powered horror all over the world!

Style: Haunted House

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Neuschwanstein Castle

Schwangau, Germany

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The Colosseum

Roma, Italy

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St. Basil's Cathedral

Moscow, Russia

Style: Fright Night

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Statue of Liberty


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Eiffel Tower

Paris, France

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Tokyo Tower

Tokyo, Japan

Style: Slaughter House

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Taj Mahal

Agra, India

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Casa Mila

Barcelona, Spain

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The Colosseum

Roma, Italy

Style: Toxic City

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Mt. Kilimanjaro


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Taj Mahal

Agra, India

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Capitol Hill

Washington, USA

Style: Ghost Town

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The Opera House

Sydney, Australia

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Amesbury, United Kingdom

Style: Inferno

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Palacio Real

Madrid, Spain

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Tower Bridge

London, England

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Louvre Museum

Paris, France

Style: Tentacle Monster

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Golden Gate Bridge

San Francisco, CA

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Pisa Tower

Pisa, Italy

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The Colosseum

Roma, Italy

Style: Alien Invasion

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New York City


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The Colosseum

Rome, Italy



AI-powered trick or treat!

  • 2000 years ago

    Beginning of Everything

    The mysterious origin of Halloween traditions can be traced back to the ancient pagans festivals celebrated by Celts. The Celtic people marked the day as the end of the harvest season and the beginning of the winter. They believed the transition between the seasons is opening a gate to the world of the dead.

  • 1000 years ago

    First Signs of Artificial Intelligence

    Eastern and Western Civilizations have scripted legends where human-made created entities, artificial beings capable of thinking, feeling, helping or harming others. These creatures would, in many stories, escape the controls of their creators, and gained knowledge and abilities beyond what anyone would have thought.

  • 1816

    The Year Without Summer

    The spring of 1816 experienced one of the strangest meteorological phenomena ever recorded: a never-ending winter. This resulted three great writers to lock themselves at a mansion at Lake Geneva. Mary Shelley, John William Polidori, Lord Byron had a competition to see who would produce the scariest story ever written. And they all won. Shelley created Frankenstein; Polidory planted the seed of Vampirism; and Byron, in his poem Darkness, narrated by the last man on earth produced the first item of the apocalyptic horror genre.

  • 1840

    First Computer Program Ever Written

    AI and Horror cross paths: Anne Isabella Milbanke, wife of Lord Byron (the founding father of modern Vampire literature) gives birth to Ada Lovelace, a pioneer in the history of computation. Ada would go on to write the world's first machine algorithm for an early computing machine that existed only on paper.

  • 1930

    Horror Goes Pop

    1930s movie screens exploit like no other medium before the emotional ride of getting scared in a dark room with strangers. Many movie hits, from Frankenstein, to Dracula, to The Mummy, to The Invisible Man, culminating in Werewolf in London put horror front and center of how the society decides to have a really good time... spawning a creative and lucrative horror-making industry.

  • 1956

    Artificial Intelligence is Born

    1956's summer, this time a hot one, brings Marvin Minsky and other brilliant minds together at Darthmouth College. In a explosion of creativity, they plant the seeds of what Artificial Intelligence would become: developing programs able to beat humans at checkers, to do complex math... some of these machines were even able to formulate English sentences. Rumours said that the first sentences typed by a computer were... TRICK OR TREAT?

  • 2016

    AI-powered horror

    Since centuries, across geographies, religions, and cultures people try to innovate ways of scaring each other. Creating a visceral emotion such as fear remains one of the cornerstones of human creativity. This challenge is especially important in a time where we wonder what the limits of Artificial Intelligence are: Can machines learn to scare us? Towards this goal, we present you Haunted Faces and Haunted Places: computer generated scary imagery powered by deep learning algorithms and evil spirits!

  • Can Machines
    Learn to
    Scare us?

Meet Our Scary Team!

Pinar Yanardag

Post-doc at MIT Media Lab

Manuel Cebrian

Principal Research Scientist at CSIRO Data61

Nick Obradovich

Research Scientist at MIT Media Lab

Iyad Rahwan

Associate Professor at MIT Media Lab

"Every day is halloween, isn't it? For some of us."-- Tim Burton

Contact Us

Share your scary thoughts and suggestions with us.