Google Research Blog

Guetzli: A New Open-Source JPEG Encoder

Posted by Robert Obryk and Jyrki Alakuijala, Software Engineers, Google Research Europe(Cross-posted on the Google Open Source Blog)At Google, we c...

Machine learning without centralized training data

Posted by Brendan McMahan and Daniel Ramage, Research ScientistsStandard machine learning approaches require centralizing the training data on one ...

Using Deep Learning to Create Professional-Level Photographs

Posted by Hui Fang, Software Engineer, Machine PerceptionMachine learning (ML) excels in many areas with well defined goals. Tasks where there exis...

Text Summarization with TensorFlow

Posted by Peter Liu and Xin Pan, Software Engineers, Google Brain TeamEvery day, people rely on a wide variety of sources to stay informed -- from ...

Experimental Nighttime Photography with Nexus and Pixel

Posted by Florian Kainz, Software Engineer, Google DaydreamOn a full moon night last year I carried a professional DSLR camera, a heavy lens and a ...

Graph-Powered Machine Learning at Google

Posted by Sujith Ravi, Staff Research Scientist, Google ResearchRecently, there have been significant advances in Machine Learning that enable comp...

Introducing the TensorFlow Research Cloud

Posted by Zak Stone, Product Manager for TensorFlowResearchers require enormous computational resources to train the machine learning (ML) models t...

Supercharge your Computer Vision models with the TensorFlow Object Detection API

Posted by Jonathan Huang, Research Scientist and Vivek Rathod, Software Engineer (Cross-posted on the Google Open Source Blog) At Google, we develo...

An Upgrade to SyntaxNet, New Models and a Parsing Competition

Posted by David Weiss and Slav Petrov, Research ScientistsAt Google, we continuously improve the language understanding capabilities used in applic...

Supercharging Style Transfer

Posted by Vincent Dumoulin*, Jonathon Shlens and Manjunath Kudlur, Google Brain TeamPastiche. A French word, it designates a work of art that imita...

Announcing YouTube-8M: A Large and Diverse Labeled Video Dataset for Research

Posted by Sudheendra Vijayanarasimhan and Paul Natsev, Software EngineersMany recent breakthroughs in machine learning and machine perception have ...

Teaching Machines to Draw

Posted by David Ha, Google Brain ResidentAbstract visual communication is a key part of how people convey ideas to one another. From a young age, c...

Making Visible Watermarks More Effective

Posted by Tali Dekel and Michael Rubinstein, Research ScientistsWhether you are a photographer, a marketing manager, or a regular Internet user, ch...

Tacotron 2: Generating Human-Like Speech from Text

Posted by Jonathan Shen and Ruoming Pang, Software Engineers, on behalf of the Google Brain and Machine Perception TeamsGenerating very natural sou...

PhotoScan: Taking Glare-Free Pictures of Pictures

Posted by Ce Liu, Michael Rubinstein, Mike Krainin and Bill Freeman, Research ScientistsYesterday, we released an update to PhotoScan, an app for i...

Transformer: A Novel Neural Network Architecture for Language Understanding

Posted by Jakob Uszkoreit, Software Engineer, Natural Language Understanding Neural networks, in particular recurrent neural networks (RNNs), are n...

Image Compression with Neural Networks

Posted by Nick Johnston and David Minnen, Software EngineersData compression is used nearly everywhere on the internet - the videos you watch onlin...

Wide and Deep Learning: Better Together with TensorFlow

Posted by Heng-Tze Cheng, Senior Software Engineer, Google ResearchThe human brain is a sophisticated learning machine, forming rules by memorizing...

Zero-Shot Translation with Multilingual Neural Machine Translation System

Posted by Mike Schuster (Google Brain Team), Melvin Johnson (Google Translate) and Nikhil Thorat (Google Brain Team)In the last 10 years, Google Tr...

The Google Brain Team – Looking Back on 2016

Posted by Jeff Dean, Google Senior Fellow, on behalf of the entire Google Brain TeamThe Google Brain team's long-term goal is to create more intell...

Announcing Google Research, Europe

Posted by Emmanuel Mogenet, Head of Google Research, EuropeGoogle’s ongoing research in Machine Intelligence is what powers many of the products be...

TensorFlow Fold: Deep Learning with Dynamic Computation Graphs

Posted by Moshe Looks, Marcello Herreshoff and DeLesley Hutchins, Software EngineersIn much of machine learning, data used for training and inferen...

Facets: An Open Source Visualization Tool for Machine Learning Training Data

Posted by James Wexler, Senior Software Engineer, Google Big Picture Team(Cross-posted on the Google Open Source Blog)Getting the best results out ...

The 280-Year-Old Algorithm Inside Google Trips

Posted by Bogdan Arsintescu, Software Engineer & Sreenivas Gollapudi, Kostas Kollias, Tamas Sarlos and Andrew Tomkins, Research ScientistsAlgor...

Using logistic regression to predict parking difficulty

Posted by James Cook, Yechen Li, Software Engineers and Ravi Kumar, Research Scientist"When Solomon said there was a time and a place for everythin...

Introducing the Open Images Dataset

Posted by Ivan Krasin and Tom Duerig, Software EngineersIn the last few years, advances in machine learning have enabled Computer Vision to progres...

Fused Video Stabilization on the Pixel 2 and Pixel 2 XL

Posted by Chia-Kai Liang, Senior Staff Software Engineer and Fuhao Shi, Android Camera TeamOne of the most important aspects of current smartphones...

The Google Brain Team – Looking Back on 2017

Google-Landmarks: A New Dataset and Challenge for Landmark Recognition

Posted by André Araujo and Tobias Weyand, Software Engineers, Google ResearchImage classification technology has shown remarkable improvement over ...

Neural Network-Generated Illustrations in Allo

Posted by Jennifer Daniel, Expressions Creative Director, Allo Taking, sharing, and viewing selfies has become a daily habit for many — the car sel...