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Machine Learning use in React Native, The Practical Guide

Machine Learning use in React Native, The Practical Guide

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What you'll learn

  • Use of Machine learning models with images from gallery and camera in React Native
  • Use of Tensorflow lite models in React Native
  • Training Machine Learning models for React Native Applications
  • Live Feed Image classification and Object Detection in React Native
  • Image Segmentation and Pose Estimation in React Native
  • Building Machine learning based Realtime React Native Applications
  • Machine Learning models use in React Native to build Smart Android and IOS Applications

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Description

Welcome to the Machine Learning use in React Native, The Practical Guide

Covering all the fundamental concepts of using ML models inside React Native applications, this is the most comprehensive React Native ML course available online.

The important thing is you don't need to know background working knowledge of Machine learning and computer vision to use ML models inside React Native and train them.

Starting from a very simple example course will teach you to use advanced ML models in your React Native ( Android & IOS ) Applications. So after completing this course you will be able to use both simple and advanced Tensorflow lite models in your React Native( Android & IOS ) applications.

Who can take this course

Anyone with a very little knowledge of app development in React Native with Expo or with React Native CLI. We will use React Native CLI but course will also guide you if you just have the expo knowledge.

  • Course structure
  • We will start by learning about an important library
  • Image Picker: to choose images from the gallery or capture images using the camera in React Native
  • So later we can use a computer vision model with both images and live camera footage in React Native.

Then we will learn the use of popular pre-trained TensorFlow lite models inside React Native applications. So we explore some popular models and build the following React Native applications in this section

  • Image classification React Native application using images of gallery and camera
  • Image classification React Native application using live footage from the camera
  • Object detection React Native application using images of gallery and camera
  • Human pose estimation React Native application using images of gallery and camera
  • Image Segmentation React Native application using images of gallery and camera


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