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Google AutoML

Google AutoML

Suite of machine learning products developed by Google that enables people to train machine learning models.

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.

Timeline

October 14, 2019
Batch prediction Beta release

On October 14, 2019 Google released their batch prediction beta for their API version v1beta1. This release allows users to make batch predictions in their AutoML Vision models in the Google Cloud.

October 14, 2019
TensorFlow.js Integration Beta

On October 14, 2019 Google released its TensorFlow.js Integration Beta. This update allowed the exporting of AutoML Vision Edge models as TensorFlow.js packages.

October 9, 2019
Image Classification Beta Refresh

On October 9, 2019 Google announced releasing their Image Classification Beta Refresh. A release that began allowing AutoML to support classification and object detection as model objects.

April 10, 2019
AutoML Vision Edge Beta release

On April 10, 2019 Google AutoML announced releasing AutoML Vision Edge Beta.

July 24, 2018
AutoML Vision Beta release

On July 24, 2018 Google announced releasing AutoML Vision Beta.

May 3, 2018
AutoML Vision Alpha release

On May 3, 2018 Google announced releasing the alpha version of AutoML Vision Alpha.

January 17, 2018
Launch of Google AutoML

On January 17, 2018 Google announced AutoML Vision, a new service that helps developers, including those with no machine learning expertise to build custom image recognition model.

Further Resources

Title
Author
Link
Type
Date

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

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References

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