Content for Google

Using Deep Learning to Create Professional-Level Photographs

“Machine learning (ML) excels in many areas with well defined goals. Tasks where there exists a right or wrong answer help with the training process and allow the algorithm to achieve its desired goal, whether it be correctly identifying objects …

Accelerating Deep Learning Research with the Tensor2Tensor Library

“Deep Learning (DL) has enabled the rapid advancement of many useful technologies, such as machine translation, speech recognition and object detection. In the research community, one can find code open-sourced by the authors to help in replicating their results and …

How AI Can Keep Accelerating After Moore’s Law

“Google CEO Sundar Pichai was obviously excited when he spoke to developers about a blockbuster result from his machine-learning lab earlier this month. Researchers had figured out how to automate some of the work of crafting machine-learning software, something that …

Google Plans to Demonstrate the Supremacy of Quantum Computing

“By the end of 2017, Google hopes to make a 49-qubit chip that will prove quantum computers can beat classical machines. Quantum computers have long held the promise of performing certain calculations that are impossible—or at least, entirely impractical …

Making AI work for everyone

“I’ve now been at Google for 13 years, and it’s remarkable how the company’s founding mission of making information universally accessible and useful is as relevant today as it was when I joined. From the start, we …

Build and train machine learning models on our new Google Cloud TPUs

“We’re excited to announce that our second-generation Tensor Processing Units (TPUs) are coming to Google Cloud to accelerate a wide range of machine learning workloads, including both training and inference. We call them Cloud TPUs, and they will initially …

Google Earth Enterprise - Open Source

“Earth Enterprise is the open source release of Google Earth Enterprise, a geospatial application which provides the ability to build and host custom 3D globes and 2D maps. Earth Enterprise does not provide a private version of Google imagery that …

Google Brain Wants Creative AI to Help Humans Make a “New Kind of Art”

“Machine-learning algorithms aren’t likely to put painters or singer-songwriters out of work anytime soon, to judge from their body of work to date. But Google Brain is developing tools that pair artists with deep-learning tools to develop novel artwork …

A New Home for Google Open Source

“Free and open source software has been part of our technical and organizational foundation since Google’s early beginnings. From servers running the Linux kernel to an internal culture of being able to patch any other team’s code, open …

Announcing Guetzli: A New Open Source JPEG Encoder

“At Google, we care about giving users the best possible online experience, both through our own services and products and by contributing new tools and industry standards for use by the online community. That’s why we’re excited to …