Google AutoML

Google AutoML

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

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Jude Gomila
Jude Gomila edited on 8 Jun, 2018
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Jude Gomila
Jude Gomila edited on 8 Jun, 2018
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Barret Zoph

Irwan Bello

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Jude Gomila
Jude Gomila edited on 15 Apr, 2018
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Further reading

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Title
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Janakiram MSV

Why AutoML Is Set To Become The Future Of Artificial Intelligence

Edits on 13 Apr, 2018
Jude Gomila
Jude Gomila edited on 13 Apr, 2018
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Google AutoML

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

Jude Gomila"grammar corrections and removal of marketing type language"
Jude Gomila edited on 13 Apr, 2018
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Article

Google Cloud AutoML is a suite of Machinemachine Learninglearning products that enablesenable 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 (ML) expertise to build custom image recognition models.

AutoML features easily training of custom vision models, state-of-the-art performance and a simple graphical user interface that allows users to create custom machine learning model 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 state of the art AutoML and transfer learning technology to produce high quality machine learning 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.

...

At its core, Cloud AutoML is fully integrated with other Google Cloud services, providing customers with a consistent method of access across the entire Google Cloud service line.

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.

Jude Gomila
Jude Gomila edited on 13 Apr, 2018
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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 state of the art AutoML and transfer learningtransfer learning technology to produce high quality machine learning models.

Edits on 27 Mar, 2018
Jude Gomila
Jude Gomila edited on 27 Mar, 2018
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Google AutoML

An approached developed by Google by which a controller neural net proposes a 'child' model architecture that can be trained to perform a certain task. The feedback is used to train the controller for future model architecture proposals.

Further reading

Author
Title
Link

Barret Zoph, Vijay Vasudevan, Jonathon Shlens and Quoc Le, Research Scientists, Google Brain Team

AutoML for large scale image classification and object detection

https://research.googleblog.com/2017/11/automl-for-large-scale-image.html

Quoc Le & Barret Zoph, Research Scientists, Google Brain team

Using Machine Learning to Explore Neural Network Architecture

https://research.googleblog.com/2017/05/using-machine-learning-to-explore.html

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Edits on 1 Feb, 2018
Jude Gomila
Jude Gomila edited on 1 Feb, 2018
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Google AutoML

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

Article

Edits on 22 Jan, 2018
Jude Gomila"Initial topic creation"
Jude Gomila created this topic on 22 Jan, 2018
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 Google AutoML

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

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