Google’s new TensorFlow Lite is about to make Android smarter by bringing better AI-powered features to the smartphone system.
In this photo illustration, the Google logo is projected onto a man on August 9, 2017 in London, England. Founded in 1995 by Sergey Brin and Larry Page, Google today produces hundreds of products used by billions of people around the world, from YouTube and Android to Smartbox and Google Search.
This new machine learning platform, developed by the Google Brain Team, is specifically designed to work on mobile devices, especially smartphones.
The search engine giant unveiled this new AI technology on Wednesday, May 4th, at the upcoming Google I/O developer conference starting May 11th.
Google TensorFlow Lite will make Android smarter
According to the latest TensorFlow Lite report from Computerworld, the new TensorFlow Lite is part of the original open source TensorFlow project.
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In this photo illustration, the Google logo is displayed on a mobile phone and computer screen on August 9, 2017 in London, England. Founded in 1995 by Sergey Brin and Larry Page, Google today produces hundreds of products used by billions of people around the world, from YouTube and Android to Smartbox and Google Search.
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“TensorFlow Lite will take advantage of the new neural network API to use silicon-specific accelerators, and over time we expect to see digital processing chips purpose-built for neural network inference and training,” Google said in a post.
The tech giant’s maker added that TensorFlow Lite’s new capabilities will improve next-generation visual search, on-device speech processing, and augmented reality.
For this reason, Google said that the new TensorLite Flow framework will make next-generation mobile hardware more advanced. Over the past few years, application developers have required massive amounts of computing power just to create advanced machine learning applications.
Now that the new TensorFlow Lite is widely adopted, application experts should have easier machine learning workflows.
Other details of TensorFlow Lite
from the official TensorFlow website explained that the new AI framework offers various programs that app developers can use to improve their skills. These include in particular the following:
- Basic Machine Learning with TensorFlow (For Beginners)
- Theoretical and advanced machine learning with TensorFlow (intermediate and expert)
If you want more details about these TensorFlow tutorials, you can follow this link.
In addition to this, the new TensorFlow Lite also offers pre-trained models such as the following:
- Object detection (features capable of detecting multiple objects contained in boxes)
- Image classification (features for identifying animals, plants, places, people and other objects)
- Gesture recognition (features for identifying user gestures through webcams)
Meanwhile, the new Google Nest Camera Alexa support feature is expected to arrive on new models.
On the other hand, the new Google Web3 team should help companies build their own Web3 systems.
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