Paul Krill
Editor at Large

ML Kit: Google brings machine learning APIs to mobile developers

news
May 8, 20181 min

The beta machine learning kit supports iOS and Android apps via the Firebase IDE and with TensorFlow Lite support

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Credit: Thinkstock

Google is providing a software development kit, called ML Kit, that offers the company’s machine learning technologies to developers building Android and iOS mobile apps.

Featuring a set of base APIs to build machine learning into apps, ML Kit is now in public beta. It works with the Firebase mobile development platform. (Apple has its own Core ML machine learning kit for only iOS.)

ML Kit’s base APIs cover:

  • Barcode scanning, to scan and process barcodes.
  • Text recognition.
  • Face detection.
  • Landmark detection, to identify popular landmarks.
  • Image labeling, to identify objects, locations, activities, products, and animal species.

Due soon is a smart reply API, providing suggested text snippets to fit a context.

ML Kit acts as an API layer to custom models to make it easy to use these models. Developers can use their existing TensorFlow Lite models with ML Kit. By being linked to Firebase, developers can experiment with different machine learning models using A/B testing. Google is also releasing an experimental model compression flow to reduce model sizes.

Where to download Google ML Kit

You can download Google ML Kit through Firebase.

Paul Krill

Paul Krill is editor at large at InfoWorld. Paul has been covering computer technology as a news and feature reporter for more than 35 years, including 30 years at InfoWorld. He has specialized in coverage of software development tools and technologies since the 1990s, and he continues to lead InfoWorld’s news coverage of software development platforms including Java and .NET and programming languages including JavaScript, TypeScript, PHP, Python, Ruby, Rust, and Go. Long trusted as a reporter who prioritizes accuracy, integrity, and the best interests of readers, Paul is sought out by technology companies and industry organizations who want to reach InfoWorld’s audience of software developers and other information technology professionals. Paul has won a “Best Technology News Coverage” award from IDG.

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