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
