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Free download — Machine Learning use in React Native, The Practical Guide
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 Sntation and Pose Estimation in React Native
Building Machine learning based Real React Native Applications
Machine Learning models use in React Native to build Smart Android and IOS Applications
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.
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 Sntation React Native application using images of gallery and camera
After learning the use of pre-trained machine learning models inside React Native we will learn to train our own Image classification models without knowing any background knowledge of Machine Learning. So we will learn to
Gether and arrange the data set for the machine learning model training
Training Machine learning some platforms with just a few clicks
So in that section, we will
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