Google Cloud AutoML is a suite of machine learning products that enable developers with limited machine learning expertise to train models. On Jan 17 2018, Google announced AutoML Vision, a new service that helps developers, including those with no machine learning expertise to build custom image recognition models.
AutoML features simple training of custom vision models, state-of-the-art performance and a simple graphical user interface that allows users to create custom machine learning models in only a few minutes.
It is also integrated with human labeling, by providing a team of in-house human labelers that will review images custom instructions and classify them accordingly, while keeping them private. Users can leverage AutoML and transfer learning technology to produce high quality machine learning models.
Cloud AutoML is integrated with other Google Cloud services, providing customers with methods of access across the Google's Cloud service line.
AutoML for large scale image classification and object detection
Barret Zoph, Vijay Vasudevan, Jonathon Shlens and Quoc Le, Research Scientists, Google Brain Team
Using Machine Learning to Explore Neural Network Architecture
Quoc Le & Barret Zoph, Research Scientists, Google Brain team
Why AutoML Is Set To Become The Future Of Artificial Intelligence
Documentaries, videos and podcasts