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Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter
book

Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter

by Anubhav Singh, Rimjhim Bhadani
April 2020
Intermediate to advanced
380 pages
9h 24m
English
Packt Publishing
Content preview from Mobile Deep Learning with TensorFlow Lite, ML Kit and Flutter

Core ML

Core ML, a machine learning framework released by Apple in iOS 11, is used to make applications running on iOS, such as Siri, Camera, and QuickType more intelligent. Delivering efficient performance, Core ML facilitates the easy integration of machine learning models on iOS devices, giving the applications the power to analyze and predict from the available data. Standard machine learning models such as tree ensembles, SVMs, and generalized linear models are supported by Core ML. It contains extensive deep learning models with over 30 types of neuron layers.

Using the Vision framework, features such as face tracking, face detection, text detection, and object tracking can be easily integrated with the apps. The Natural Language framework ...

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Publisher Resources

ISBN: 9781789611212