Cloud AutoMLbeta

Train high-quality custom machine learning models with minimum effort and machine learning expertise.
Try AutoML Translation, Natural Language, and Vision, now in beta.

Train custom machine learning models

Cloud AutoML is a suite of machine learning products that enables developers with limited machine learning expertise to train high-quality models specific to their business needs, by leveraging Google’s state-of-the-art transfer learning, and Neural Architecture Search technology.

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State-of-the-art performance

Use Cloud AutoML to leverage Google’s proprietary technology, which offers fast performance and accurate predictions. AutoML puts more than 10 years of Google Research technology in the hands of our users.

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Get up and running fast

Cloud AutoML provides a simple graphical user interface (GUI) for you to train, evaluate, improve, and deploy models based on your own data. You’re only a few minutes away from your own custom machine learning model.

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Generate high-quality training data

You can use Google’s human labeling service to have real-life people annotate or clean your labels to make sure your models are being trained on high-quality data.

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AutoML Products

Create your own custom vision, natural language, and translation models with minimum machine learning skills required.

How AutoML works

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Cloud AutoML Features

Train high-quality custom machine learning models with minimum effort and machine learning expertise.

Custom models
Train custom machine learning models that are specific to your business needs, with minimum effort and machine learning expertise.
Fully integrated
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. Store your training data in Cloud Storage. To generate a prediction on your trained model, simply use the existing Vision API by adding a parameter for your custom model or use Cloud ML Engine's online prediction service.
Powered by Google’s AutoML and Transfer Learning
Leverages Google state-of-the-art AutoML and Transfer Learning technology to produce high-quality models.
Integration with human labeling (AutoML Vision only)
For customers with images but no labels yet, we provide a team of in-house people that will review your custom instructions and classify your images accordingly. You will get high-quality training data, while your data remains private. You can use the human-labeled data seamlessly to train a custom model.

This product is in beta. For more information on our product launch stages, see here.