Flutter & Firebase Ml Kit

[kingers]

Flutter & Firebase Ml Kit
Published 12/2020
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.49 GB | Duration: 2h 46m

Learn Flutter Dart & Firebase ML Kit by Google , and build real-world , production-ready Flutter apps

What you'll learn

Use of Firebase ML Kit in Flutter for Android and IOS applications

Face Detection in Flutter

Image Classification in Flutter

Text Recognition in Flutter

Barcode Scanning in Flutter

Text Translation in Flutter

Language Identification in Flutter

Live feed ML based Flutter Applications

Requirements

Some Flutter app development knowledge

Description

Want to build Machine Learning based Android and IOS applications?Then welcome to "Flutter & Firebase ML Kit, Build smart Android and IOS Apps course"Starting from the basics of Firebase ML Kit, This course will teach you the use of powerful features of Firebase ML Kit in Flutter for building the most advance and exciting Flutter applications.In this course, you will build a complete, real-world Machine Learning based applications for iOS and Android, by using Dart, Flutter, and Firebase ML Kit.Included in this courseIntroduction to Firebase ML KitImage Picker library to chose and capture imagesCamera package to get live camera footageImage Labeling Flutter Application using Firebase ML KitLive Feed Image labeling Flutter Application using Firebase ML KitBarcode Scanning Flutter Application using Firebase ML KitLive Feed barcode Scanning Flutter Application using Firebase ML KitFace & Smile Detection Flutter Application using Firebase ML KitLive Feed Face & Smile Detection Flutter Application using Firebase ML KitText Recognition Flutter Application using Firebase ML KitLanguage Translation Flutter Application using Firebase ML KitLanguage Identification Flutter Application using Firebase ML KitWho this course is for:Beginner or intermediate Dart and Flutter developersExperienced Flutter developers want to enhance their skillsetDevelopers who want to write ML base apps on iOS and Android with a single codebaseDevelopers that want to write modern, reactive apps with Firebase ML KitThe underline motivation for this course is that you can use Machine Learning models in your Flutter applicationsImpress your potential employer with your Flutter ML SkillsThis course will prepare you for the upcoming hype of Smart Flutter app development. So join today.

Overview

Section 1: Introduction

Lecture 1 Introduction

Lecture 2 Firebase ML Kit introduction

Section 2: Image Picker and Camera library

Lecture 3 Creating Image Picker Flutter Application GUI

Lecture 4 Flutter Image Picker and Choosing Images from Gallery

Lecture 5 Image Picker and Capturing Images using Camera

Lecture 6 Setting up Camera Package

Lecture 7 Camera Package code

Section 3: Image Classification/Labeling

Lecture 8 Section Introduction

Lecture 9 Importing Starter code for image labeling Flutter

Lecture 10 Starter code explanation for Flutter Image labeling

Lecture 11 Creating firebase project for image labeling flutter

Lecture 12 Adding Firebase ML Vision library in Flutter Application

Lecture 13 Testing flutter image labeling application

Section 4: Live Feed Image Labeling

Lecture 14 Importing Starter code for live feed image labeling Flutter

Lecture 15 Flutter Camera Package Code

Lecture 16 Flutter Image Labeling live feed application code

Lecture 17 Testing Flutter Image labeling live feed application

Section 5: Barcode Scanning

Lecture 18 Flutter Barcode Scanning Section Introduction

Lecture 19 Importing Starter code for Flutter Barcode Scanning

Lecture 20 Flutter Barcode Scanning code

Lecture 21 Flutter Barcode Scanning Application Testing

Lecture 22 Flutter Barcode Scanning Live Feed Application code

Lecture 23 Flutter Barcode Scanning Live feed Application Testing

Section 6: Text Recognition

Lecture 24 Flutter Text Recognition Section Introduction

Lecture 25 Importing Starter code for Flutter Text Recognition

Lecture 26 Writing Flutter Text Recognition Code

Lecture 27 Testing Flutter Text Recognition Application

Section 7: Face Detection

Lecture 28 Flutter Face Detection Section Introduction

Lecture 29 Flutter Face Detection Application Flow

Lecture 30 Flutter Face Detection code

Lecture 31 Flutter drawing rectangles around detected faces

Lecture 32 Importing live feed Application code

Lecture 33 Live feed Face detection application demo

Lecture 34 GUI explanation of Face detection live feed application

Lecture 35 Detecting Faces from live camera footage

Lecture 36 Drawing Rectangles around detected faces

Section 8: Text Translation and Language Identification

Lecture 37 Text Translation section introduction

Lecture 38 Importing starter code Text Translation

Lecture 39 Text translation starter code explanation

Lecture 40 ML language library and Translation code

Lecture 41 Testing text translation application

Beginner Flutter Developers want to build smart Application,Intermediate Flutter developers looking to enhance their skillset,Experts want to integrate Machine Learning in their Flutter application

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