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Say What You See by By Jack Wild, Artist In Residence at Google Arts & Culture Lab - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We’re showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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XYZ Toy is a word guessing game and the clue is in the typography. Each tile contains a letter in a font generated by Google AI which reveals visual clues on the winning word.

Zoom in to each letter to see the details of the typography and make your guesses by tapping into the empty tiles. You have five chances before the game is over.

XYZ Toy has been inspired by Google AI image generation research.

Special thanks to Irina Blok, Google Research

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XYZ Toy by Gael Hugo, Artist in Residence at Google Arts & Culture Lab - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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An ecological cascade effect is a series of secondary extinctions triggered by the primary extinction of a key species within an ecosystem.

A mobile first data story by artist collective Hyphen Labs (global) collaborating with the Union of Concerned Scientists and poet and Indigenous spokesperson Allison Akootchook Warden, invites you to discover through your touch the multiple factors & issues our planet faces symbolised in the melting of a glacier.

The artwork explores the cascade effects of accelerated warming, cryosphere thaw, and rising sea levels and how the connection between all three issues could trigger ecological collapse - from prehistoric viruses emerging to the cascading effects of crops and bees vanishing.

Data sourced from the UN's IPCC special report.

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Insidious Rising by Hyphen Labs, Google Arts and Culture, Clare Brooks - Experiments with Google

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An ecological cascade effect is a series of secondary extinctions triggered by the primary extinction of a key species within an ecosystem. A mobile first data story by artist collective Hyphen Labs (global) collaborating with the Union of Concerned Scientists and poet and Indigenous spokesperson Allison Akootchook Warden, invites you to discover through your touch the multiple factors & issues our planet faces symbolised in the melting of a glacier.

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Hopper the Rockhopper penguin has been known to go exploring around the world on Google Arts & Culture. However, this time Hopper has gone missing and it's your job to find him! In Where is Hopper you'll explore culturally-rich European cities and discover AI-generated art as you search for your mischievous penguin friend.

Along the way you'll learn about historic landmarks, discover cultural cuisine and meet interesting characters while you solve the mystery of Where is Hopper?

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Where is Hopper? by Artists in Residence at Google Arts & Culture Lab: Dr. Lynn Cherny, Bastien Girschig, Caroline Buttet - Experiments with Google

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Hopper the Rockhopper penguin has been known to go exploring around the world on Google Arts & Culture. However, this time Hopper has gone missing and it's your job to find him! In Where is Hopper you'll explore culturally-rich European cities and discover AI-generated art as you search for your mischievous penguin friend.

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The Hip Hop Poetry Bot is an AI research project, exploring speech generation trained on rap and hip hop lyrics by black artists. The Hip Hop Poetry Bot aims to use AI to explore the wealth of this material & present the art forms of rap and hip hop in new ways to the public. The research project built an algorithm trained on a personal dataset of lyrics, and experimented with using this to generate poetic responses to everyday questions.

However, in order to build the experiment in full requires a large, public dataset of rap and hip hop lyrics on which an algorithm can be trained. As with much work by black artists, the public archives required to train such an algorithm don't currently exist.

Alex is therefore launching the project with an open call asking rap and hip hop artists to contribute their lyrics to create a new, public dataset of lyrics by predominantly black artists.

If you are a rap artist, hip hop artist, poet or a writer and would like to contribute your lyrics to the Hip Hop Poetry Bot project, please contact hiphoppoetrybot@gmail.com.

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Hip Hop Poetry Bot by Alex Fefegha in collaboration with Google Arts & Culture - Experiments with Google

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The Hip Hop Poetry Bot is an AI research project, exploring speech generation trained on rap and hip hop lyrics by black artists. The Hip Hop Poetry Bot aims to use AI to explore the wealth of this material & present the art forms of rap and hip hop in new ways to the public.

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Woolaroo enables everyone to take a photo and translate your surroundings into 10 endangered languages using Cloud Vision API. Woolaroo is accessible in English, Spanish, Arabic, French & Italian.

Access the open source code .

By Google Arts & Culture, Associazione Ellenofona Jalò tu Vua, Cademia Siciliana, Congrès Mondial Amazigh, Council of the Elders of Rapa Nui, Language Landscape, University of China's Museum of Ethnic Cultures, National Yiddish Theatre Folksbiene, Te Murumāra Foundation, & Yugambeh Museum.

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Woolaroo by Google Arts & Culture - Experiments with Google

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Woolaroo enables everyone to take a photo and translate your surroundings into 10 endangered languages using Cloud Vision API. Woolaroo is accessible in English, Spanish, Arabic, French & Italian. Access the open source code .

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An Ocean of Books is a new way for all to explore the wonders of literature.

As explorers used to do, enter this fantasy world and let your inspiration guide you to discover a landscape shaped by the most famous books of the Google Books collection.

Each island represents an author, and each city is a book with a selection of more than 100,000 authors and 140,000 books. You may wonder why some authors are next to each other, or why sometimes an author seems to be positioned at an unexpected spot. To build this fantasy map, we calculated the distance between authors, based on their complex relationship on the web. With these values, we created the final map, thanks to a machine learning technique called Uniform Manifold Approximation and Projection (UMAP).

Launch the experiment and navigate this Ocean of Books to find interesting details on your next read!

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An Ocean of Books by Gael Hugo, Artist in Residence at Google Arts & Culture Lab and Satellite Studio | Experiments with Google

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An Ocean of Books is a new way for all to explore the wonders of literature. As explorers used to do, enter this fantasy world and let your inspiration guide you to discover a landscape shaped by the most famous books of the Google Books collection.

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July 2020 | By Google Earth

The world's greatest super thief has struck again. Can you track her around the globe to recover the stolen loot? Gumshoes, we need your help to track down the notorious VILE operative, Carmen Sandiego. She's stolen the Crown Jewels from London and is on the move in Google Earth. Created in collaboration with Houghton Mifflin Harcourt, our game is an homage to the original. It's for all those gumshoes who grew up with the chase, and for the next generation feeling that geography itch for the first time.

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Where on Google Earth is Carmen Sandiego? by Google Earth - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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What Came First by Artist in Residence at Google Arts & Culture Lab: Caroline Buttet - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We’re showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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Banter Bot lets you create and explore the mind of your character by chatting to them. Once you describe your character it becomes just like any other conversation.

This experiment is a part of a collection of digital writing tools powered by machine-learning-language models like GPT-2. It was made in collaboration with the Emerging Writers Festival and you can see some of the writing outputs here.

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Banter Bot by Google Creative Lab - Experiments with Google

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Banter Bot lets you create and explore the mind of your character by chatting to them. Once you describe your character it becomes just like any other conversation. This experiment is a part of a collection of digital writing tools powered by machine-learning-language models like GPT-2.

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This experiment is a part of a collection of digital writing tools powered by machine-learning-language models like GPT-2. It was made in collaboration with the Emerging Writers Festival and you can see some of the writing outputs here.

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Once Upon A Lifetime by Google Creative Lab - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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This experiment lets you combine speech and music in a fun way. Just type some words, then set them to your own melody. You can change the melody with your mouse or keyboard, and explore different voices, scales, and more.

It was built with Google Cloud Text-to-Speech API, which enables developers to synthesize natural-sounding speech. This API is based on Wavenet, which generates audio using neural networks.

This experiment was made by Yotam Mann, Kyle Phillips, Claire Kearney-Volpe, Luisa Pereira, and Google Creative Lab. Special thanks to friends at Henry Viscardi School at The Viscardi Center, Tech Kids Unlimited, and ADAPT Community Network.

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Word Synth by Google Creative Lab - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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is an online experiment that allows you to create unique manga characters with the help of machine learning. In this unique experiment, all you need to do is sketch a few simple lines and add some splashes of color - then let machine learning fill in the rest. You can also draw freeform to personalize your creation further. And when you're done, the tool will help you discover manga similar to the one you've drawn.

For this experiment, we used a model trained on more than 140k high-resolution images to help us predict and suggest how your drawing might develop. We then customized a colorization model - called created by Mr. So Hasegawa - to detect the colored scribbles you added to the drawing and color it accordingly.

Finally, we used the CLIP and OpenCV, combined with the ANNOY library, to help us search for your drawing's closest match in the Google Arts & Culture manga collection.

Want more Manga? Check out Manga Out of the Box on Google Arts & Culture

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Giga Manga by Artists in Residence at Google Arts & Culture Lab: Gael Hugo, Caroline Buttet - Experiments with Google

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is an online experiment that allows you to create unique manga characters with the help of machine learning. In this unique experiment, all you need to do is sketch a few simple lines and add some splashes of color - then let machine learning fill in the rest.

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Great poems are timeless. We wanted to illustrate these classic and modern haiku poems with the latest technical innovations in a way that preserves and shares their artistry.

The visual assets including the letter shapes, the music clips, and the video were generated using Google AI generation research.

With thanks to Irina Blok and Jason Baldridge, Google Research

Want more Haiku? Be sure to also check out the Google Arts & Culture story on Shikishi Haiku.

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Haiku Imagined by Lynn Cherny, Christine Sugrue, Artists in Residence at Google Arts & Culture Lab - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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Between The Lines by Google Creative Lab - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We’re showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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Telescope is an experimental app which allows you to take a character you are creating 'out for a walk' in the real world, generating new ideas as you move. Using a Google Docs Add-on, the writer briefly describes their character. As they walk, a mobile app synthesizes maps data from where they are, objects they are walking past - recognised by the phone's camera, and other data to seed a GPT-2 Machine Learning language model. The app then begins a sort of 'stream of consciousness' audio - using text-to-speech - which combines the character's qualities with inspiration from the writer's immediate surroundings. The results can be poignant, banal, topical and are frequently highly amusing. At any point the writer can bookmark snippets which can be revisited later. Developed by Sandpit in collaboration with Google's Creative Lab in Sydney.

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Telescope by Sandpit - Experiments with Google

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Telescope is an experimental app which allows you to take a character you are creating 'out for a walk' in the real world, generating new ideas as you move. Using a Google Docs Add-on, the writer briefly describes their character.

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Playground by Sandpit - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We’re showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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Weird Cuts is a tool which invites users to make collages and assemblages in AR space using photography.

The app consist of two modes, cutout mode and collage mode. In cutout mode, users are encouraged to walk around and collect a wide range of different materials via photographs which are cut into shapes.

In collage mode, users can assemble and arrange their cutouts in 3d space by moving and tapping the screen. A user may also make adjustments of the shapes while holding down their finger and moving it up, down, left or right to rotate and scale.

The output is a multi-dimensional work made from combinations of found objects and spacial improvisation.

As artists, Zach Lieberman and Molmol Kuo were always fascinated by the intersection of handmade objects, code and hardware, and digging into exploring this procedure of cutting, assembling, and augmenting our space. Through the experiments they made, they started by asking how we can re-appropriate and assemble augmented objects to create news scenes. Can AR be a creative medium for making, and not consuming? Could we leave messages at a specific space and time for our future selves to visit and see? What are the poetics of AR?

Created with the support of Google Arts & Culture.

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Weird Cuts by Molmol Kuo, Zach Lieberman | Experiments with Google

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Weird Cuts is a tool which invites users to make collages and assemblages in AR space using photography. The app consist of two modes, cutout mode and collage mode. In cutout mode, users are encouraged to walk around and collect a wide range of different materials via photographs which are cut into shapes.

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Inside a Genius Mind by A Collaboration between Emeritus Professor Martin Kemp, Google Arts & Culture, Artist in Residence Martial Geoffre-Rouland and Nexus Studios. - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We’re showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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Imagine like the great innovator of the Renaissance and step a little further into the imagination and notebooks of Leonardo da Vinci.
Leonardo was a curious and prolific sketcher, building connections between natural elements, science and technology in his codices. In this 21st century inspired creative session with 'sticky notes' and a 'whiteboard' - drag and combine codex sketches to see what novel or wacky ideas you can dream up - generated with Google AI tools.

Created by Google Arts & Culture Lab Artist in Residence, Bastien Girschig.

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Da Vinci Stickies by Google Arts & Culture Lab Artist in Residence: Bastien Girschig - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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Fabricius, a new Lab Experiment from Google Arts & Culture uses machine learning to help experts decode the stories of ancient Egypt.

If you're curious about Egyptian hieroglyphs, you can learn a few of them right now and share what you've learned with your friends!

Choose your path and get started:

Learn - Take your first steps into the world of Egyptian hieroglyphs

Play - Send coded messages using hieroglyphs, the emojis of ancient Egypt

The experiment was named after Georg Fabricius, considered the father of epigraphy. It was launched in collaboration with the Australian Center for Egyptology at Macquarie University, Ubisoft and Psycle Interactive.

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Fabricius by Google Arts & Culture, Macquarie University, Ubisoft and Psycle Interactive. - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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Imagine an inspiration tool that connects visual arts with the world of books, creating unexpected connections with the help of machine learning.

To celebrate 15 years of Google Books, artist in residence Gael Hugo worked to create an engaging way of exploring millions of books starting from just an image. Gael used machine learning (Google Cloud Vision and Natural Language Processing) to connect images from Google Arts & Culture with content from Google books.

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From a picture to a thousand stories by Artist in Residence at Google Arts & Culture Lab: Gael Hugo - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We're showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.

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POEMPORTRAITS is an experimental, collective artwork, woven at the intersection of AI and human creativity - combining poetry, design and machine learning - conceived by artist and designer Es Devlin in collaboration with Google Arts & Culture Lab and creative technologist Ross Goodwin.

The idea for POEMPORTRAITS originated in a conversation Es Devlin had with Hans Ulrich Obrist, artistic director of the Serpentine Galleries, in 2017 and began as a physical installation at the Serpentine's Summer Party.

"We wanted to find a way to fuse the voices of the 1,500 guests who were at the Serpentine Summer Party. Inspired by the artist Felix Gonzalez Torres (whose work I first saw at the Serpentine nearly 20 years ago), we wanted everyone leaving to be able to leave gallery taking their own piece of the collective work in the form of a personal portrait."

Now, everyone is invited to take part for the first time.

You are invited to donate a single word of your choice.

Your word will be instantly incorporated into an original two line poem generated by an algorithm trained on over 25 million words of 19th century poetry.

The lines are combined to form an ever-evolving collective poem.

Each word you donate to the collective poem will generate a unique POEMPORTRAIT of your face illuminated by your original line of poetry.

Goodwin trained the algorithm to learn to write poems by reading over 25 million words written by 19th century poets. It works a bit like predictive text: it doesn't copy or rework existing phrases, but uses its training material to build a complex statistical model to generate original phrases emulating the style of what it has read.

The colored woven backgrounds on this site are inspired by Es Devlin's long standing friendship and collaboration with the weaver and artist Ptolemy Mann.

POEMPORTRAITS is not only at the cutting edge of poetry and machine learning collaboration, it is also one of the first in-browser selfie filters that responds to the shape of your face and for the poem generation we have an automatically scaling cluster of GPUs in Google Cloud that are responding to any number of users almost instantaneously.This is one of the first times this technique has been used in a creative context. Because we're pushing the limits of your browser to do accurate pose estimation and rendering, overlaying the poem generated by your word and the algorithm in real time it may not work on some mobile devices.

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POEMPORTRAITS by Es Devlin, Ross Goodwin, IYOIYO, Google Arts & Culture | Experiments with Google

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POEMPORTRAITS is an experimental, collective artwork, woven at the intersection of AI and human creativity - combining poetry, design and machine learning - conceived by artist and designer Es Devlin in collaboration with Google Arts & Culture Lab and creative technologist Ross Goodwin.

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X Degrees of Separation by Mario Klingemann & Simon Doury - Experiments with Google

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Since 2009, coders have created thousands of amazing experiments using Chrome, Android, AI, WebVR, AR and more. We’re showcasing projects here, along with helpful tools and resources, to inspire others to create new experiments.