#Tech Posted by Weicheng Kuo and Anelia Angelova, Research Scientists, Google Research Detection is a fundamental vision task that aims to localize and recognize objects in an image. However, the data collection process of manually annotating boun...
Friday, May 12, 2023
F-VLM: Open-vocabulary object detection upon frozen vision and language models
Friday, April 7, 2023
Towards ML-enabled cleaning robots
#Tech Posted by Thomas Lew, Research Intern, and Montserrat Gonzalez Arenas, Research Engineer, Google Research, Brain Team Over the past several years, the capabilities of robotic systems have improved dramatically. As the technology continues to ...
Directing ML toward natural hazard mitigation through collaboration
#Tech Posted by Oren Gilon, Software Engineer, and Grey Nearing, Research Scientist, Google Research Floods are the most common type of natural disaster, affecting more than 250 million people globally each year. As part of Google's Crisis Respons...
Friday, November 19, 2021
Decisiveness in Imitation Learning for Robots
#Tech Posted by Pete Florence, Research Scientist and Corey Lynch, Research Engineer, Robotics at Google Despite considerable progress in robot learning over the past several years, some policies for robotic agents can still struggle to decisively ...
Wednesday, February 19, 2020
Generating Diverse Synthetic Medical Image Data for Training Machine Learning Models
Posted by Timo Kohlberger and Yuan Liu, Software Engineers, Google Health The progress in machine learning (ML) for medical imaging that helps doctors provide better diagnoses has partially been driven by the use of large, meticulously labeled data...
Thursday, February 13, 2020
AutoFlip: An Open Source Framework for Intelligent Video Reframing
Posted by Nathan Frey, Senior Software Engineer, Google Research, Los Angeles and Zheng Sun, Senior Software Engineer, Google Research, Mountain View Videos filmed and edited for television and desktop are typically created and viewed in landscape ...
Wednesday, February 12, 2020
Learning to See Transparent Objects
Posted by Shreeyak Sajjan, Research Engineer, Synthesis AI and Andy Zeng, Research Scientist, Robotics at Google Optical 3D range sensors, like RGB-D cameras and LIDAR, have found widespread use in robotics to generate rich and accurate 3D maps of ...