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Tens of thousands of YouTube creators have covered Billie Eilish’s “Bad Guy.” These versions are amazing to watch, spanning almost every country, language, and genre. We wondered what would happen if they could all play together. On November 23rd 2020, to celebrate “Bad Guy” hitting 1 billion views, YouTube Music launched Infinite Bad Guy - a unique AI experiment that used machine learning to brin

Social distancing is an important part of helping slow the transmission of COVID-19. But it can be hard to know what these measures look like in reality. Use Sodar right from your browser to visualise what two meters looks like in your environment. Simply open the link in Chrome for Android to see a 2m radius ring overlaid on the world around you. Built by Google Creative Lab using the WebXR API.

The Infinite Drum MachineMay 2017 | By Manny Tan & Kyle McDonald Thousands of everyday sounds, organized using machine learning. Sounds are complex and vary widely. This experiment uses machine learning to organize thousands of everyday sounds. The computer wasn’t given any descriptions or tags – only the audio. Using a technique called t-SNE, the computer placed similar sounds closer together. Yo

This is an experiment that finds images based on your movements.Back up so your whole body is in frame. This is a one person experiment.Your matching images show up here.Finally, try making a GIF!Turn on your webcam to get started!

Lantern explores the possibilities of real-world projections and their application to IoT. Rather than insisting that every object in our home and office be 'smart', Lantern imagines a future where projections are used to present ambient information, and relevant UI within everyday objects. Point it at a clock to show your appointments, or point to speaker to display the currently playing song. Un

AR Experiments is a site that features work by coders who are experimenting with augmented reality in exciting ways. These experiments use various tools like ARCore, an SDK that lets Android developers create awesome AR experiences. We’re featuring some of our favorite projects here to help inspire more coders to imagine what could be made with AR.

Just a LineMarch 2018 | By Google Creative Lab The first cross-platform collaborative AR app (for doodling) This experiment is no longer active, but you can still learn about it on this page.

Paper Signals is an experiment that explores how physical things can be controlled with voice. We designed a few examples you can build yourself that track things like weather, Bitcoin, rocket launches, and more. Try making one of our examples, or get the code to invent your own Paper Signal.

Experiment with the future of AI

What if you could step inside your favorite song and get a closer look at how music is made? That’s the idea behind our new interactive experiment Inside Music. The project is a collaboration with the popular podcast Song Exploder and some of our favorite artists across different genres — Phoenix, Perfume Genius, Natalia Lafourcade, Ibeyi, Alarm Will Sound, and Clipping. The experiment lets you ex

Sketch-RNN DemosJune 2017 | By David Ha, Jonas Jongejan, Ian Johnson Draw together with a neural network. This experiment lets you draw together with a recurrent neural network model called Sketch-RNN. We taught this neural net to draw by training it on millions of doodles collected from the Quick, Draw! game. Once you start drawing an object, Sketch-RNN will come up with many possible ways to con

Web VR brought virtual reality to the web, making it easier for anyone to create, enjoy, and share VR experiences. The next phase of this evolution is WebXR, which will combine Web VR and AR into a single API. While the transition is happening our live Web VR experiments will not be accessible, however you can still demo some of the projects in 360.

AutoDraw is a new kind of drawing tool. It pairs machine learning with drawings from talented artists to help everyone create anything visual, fast. There’s nothing to download. Nothing to pay for. And it works anywhere: smartphone, tablet, laptop, desktop, etc. AutoDraw’s suggestion tool uses the same technology used in QuickDraw, to guess what you’re trying to draw. Right now, it can guess hundr

This experiment lets you play a duet with the computer. Just play some notes, and the computer will respond to your melody. You don’t even have to know how to play piano—it’s fun to just press some keys and listen to what comes back. You can click the keyboard, use your computer keys, or even plug in a MIDI keyboard. It's just one example of how machine learning can inspire people to be creative i

This is an experiment built with machine learning that lets you make music with the computer just by taking a picture. It uses image recognition to label what it sees, then it turns those labels into lyrics of a song. Built by Eric Rosenbaum, Yotam Mann, and friends at Google Creative Lab using MaryTTS, Tone.js, and Google Cloud Vision API. Features music by Giorgio Moroder.

This is a game built with machine learning. You draw, and a neural network tries to guess what you’re drawing. Of course, it doesn’t always work. But the more you play with it, the more it will learn. It’s just one example of how you can use machine learning in fun ways. Built by Jonas Jongejan, Henry Rowley, Takashi Kawashima, Jongmin Kim, Nick Fox-Gieg, with friends at Google Creative Lab and Da

Try out experiments at the crossroads of art and technology, created by Artists and Creative Coders with Google Arts & Culture.

SprayscapeOctober 2016 | By Google Creative Lab A perfectly imperfect VR-ish camera for capturing faces, places, and spaces. This experiment is no longer active, but you can still learn about it on this page. We love VR. We love taking pictures. So we figured, why not try smashing the two together? Sprayscape is a quick hack using the phone’s gyroscope to take pictures on the inside of a 360-degre

Android was created as an open and flexible platform, giving people more ways to come together to imagine and create. Android developers everywhere have been pushing the limits of what’s possible on phones, tablets, watches and beyond.

A note to our community Experiments with Google was born out of a simple idea, but you all turned it into something beyond anything we could have ever imagined. You filled it with thousands of experiments that inspired people everywhere - from the classroom to the surface of Mars. When it comes to the internet, 14 years is a long time. So in the spirit of experimentation we’re trying something new