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移动端AI与ML应用开发:基于iOS和Android
book

移动端AI与ML应用开发:基于iOS和Android

by Laurence Moroney
January 2023
Intermediate to advanced
288 pages
6h 6m
Chinese
China Machine Press

Overview

没有设备可以运行的话,人工智能将一无是处。既然移动设备已成为大多数人的主要计算设备,那么移动开发人员将AI添加到他们的工具箱中便至关重要。本书是你在iOS和Android等流行移动平台上创建和运行机器学习模型的实用指南。

作者首先介绍了机器学习技术和工具,然后引导你使用ML Kit、TensorFlow Lite和Core ML等工具编写由常见ML模型(如计算机视觉和文本识别)驱动的Android和iOS应用程序。如果你是一名移动端应用开发者,本书将帮助你利用当今的ML技术。

通过阅读本书,你将:

  • 探索在移动设备上实施ML和AI的选项。
  • 为iOS和Android创建ML模型。
  • 为iOS和Android编写ML Kit和TensorFlow Lite应用程序,为iOS编写Core ML/Create ML应用程序。
  • 为你的用例选择合适的技术和工具,例如,基于云的推理与移动端推理、高级API与低级API。
  • 了解移动端机器学习的隐私和伦理实践。
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Publisher Resources

ISBN: 9787111713081