Machine Learning use in React Native – The Practical Guide | Udemy


Machine Learning use in React Native – The Practical Guide | Udemy
English | Size: 1.99 GB
Genre: eLearning

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

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

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

Train a dog breed classification model for React Native

Build a React Native( Android & IOS ) application to recognize different breeds of dogs

Train Fruit recognition model using Transfer learning

Building a React Native( Android & IOS ) application to recognize different fruits

So the course is mainly divided into two major sections

Pretrained TensorFlow lite models for React Native

Training image classification models for React Native

So in the first section of this course, you will learn about using Tensorflow lite models inside React Native. Tensorflow Lite is a standard format for running ML models on mobile devices. So in this section, you will learn the use of pretrained powered ML models inside React Native for building

Image Classification React Native( ImageNet V2 model )

Object Detection React Native( MobileNet model, Tiny YOLO model)

Pose Estimation React Native( PostNet model )

Image Segmentation React Native( Deeplab model )

applications. So not only you will learn to use these models with images but you will also learn to use them with frames of camera footage to build real-time React Native applications.

So after learning the use of Machine Learning models inside React Native using two different approaches in the third section of this course you will learn to train your own Machine Learning models without any background knowledge of machine learning. So in that section, we will explore some platforms that enable us to train machine learning models for mobile devices with just a few clicks. So in the third section, you will learn to

Collect and arrange the dataset for model training

Training the Machine Learning models from scratch using Teachable-Machine

Retraining existing models using Transfer Learning

Using those trained models inside React Native Applications

So we will train the models to recognize different breeds of dogs and to recognize different fruits and then build React Native Applications using those models for android and IOS.

By the end of this course, you will be able

Use pre-trained Tensorflow lite models inside Android & IOS applications using React Native

Train your own Image classification models and build React Native applications.

You’ll also have a portfolio of over 10 React Native apps that you can show off to any potential employer.

Sign up today, and look forwards to:

HD 1080p video content, everything you’ll ever need to succeed as a React Native Machine Learning developer.

Building over 10 fully-fledged React Native applications including ones that use Objet detection, Pose estimation models, and much much more.

All the knowledge you need to start building Machine Learning-based React Native(Android or IOS) application you want

$2000+ Source codes of 10 Applications.

REMEMBER… I’m so confident that you’ll love this course that we’re offering a FULL money-back guarantee for 30 days! So it’s a complete no-brainer, sign up today with ZERO risks and EVERYTHING to gain.

So what are you waiting for? Click the buy now button and join the world’s best React Native Machine Learning course.

Who this course is for:

Beginner React Native developer with very little knowledge of mobile app development in React Native

Intermediate React Native developer wanted to build a powerful Machine Learning-based application in React Native

Experienced React Native developers wanted to use Machine Learning models inside their applications.

Anyone who took a basic React Native mobile app development course before

Anyone with knowledge of React Native App development with expo

Anyone with knowledge of React Native App development without expo (CLI)

Who this course is for:
Anyone who took Basic React Native course before
Beginner React Native Developer curious about Machine learning and computer vision use in React Native
Experienced Professional want to add ML models in their React Native Applications
App developer want to learn use of Machine learning in their React Native Applications
Intermediate React Native developers looking to enhance their skillset

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