[Last updated 7/2024] Face Recognition & Detection in Flutter – The Complete Guide (Udemy – Engsub)

About Course

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Unlock the power of facial recognition technology with the “
Face Recognition & Detection in Flutter – The Complete Guide
“
What you’ll learn:
Use of Face Recognition & Face Detection Models in Flutter With Both Images & Videos
Build Face Recognition & Detection based Security & Attendance Systems In Flutter For both Android & IOS
Build Face Recognition based Flutter Applications without Any Paid Facial Recognition Service
Use of FaceNet and Mobile FaceNet models in Flutter
Use of Tensorflow Lite models in Flutter for Performing On-Device Face Recognition
Learn to Store Faces in Database for Registration in Flutter
Use of Google ML Kit library in Flutter for Face Detection
Description:
Welcome to an exhilarating journey of mastering
Face Recognition & Detection in Flutter.
This comprehensive course empowers you to seamlessly integrate facial
recognition & detection
into your Flutter apps, harnessing the power of both images and live camera footage.

Link gốc:

https://www.udemy.com/course/face-recognition-detection-in-flutter-2023-guide/

Time Course:
5 hours (56 Lectures + Documents)

Instructor
: Mobile ML Academy by Hamza Asif
Total Weight:
4.48 GB
** Note
:

Chú ý:

Course Content

01 – Introduction

02 – Setup for MacOS

03 – Setup for Windows

04 – Choosing or Capturing Images in Flutter

05 – Face Detection With Images in Flutter

001 Section Introduction.mp4

04:09
002 Setting up face detection & recognition flutter project.mp4

04:18
003 What we have done so far in Flutter.mp4

04:56
004 Adding Face Detection Library in Flutter.mp4

03:47
005 Setup for IOS in Flutter.mp4

04:11
006 Setup for Android in Flutter.mp4

02:00
007 Performing Face Detection In Flutter With images.mp4

11:39
008 Drawing rectangles around detected faces in Flutter.mp4

08:58
009 Flutter Face Detector Painter class.mp4

04:35

06 – Face Recognition With Images In Flutter

001 Cropping detected faces in Flutter.mp4

09:44
002 Adding face recognition models & libraries in Flutter.mp4

05:56
003 Passing faces to face recognition model and getting face embedding in Flutter.mp4

05:44
004 Registering faces in Flutter Application.mp4

06:34
005 Face Registration Dialogue in Flutter.mp4

02:24
006 Performing Face Recognition in Flutter.mp4

08:34
007 Drawing recognitions on screens with faces in Flutter.mp4

09:30
008 Validating Recognitions in Flutter.mp4

06:23

07 – Using Tensorflow Lite Models in Flutter for Face Recognition

08 – Storing Registered Faces In Database in Flutter

09 – Displaying Live Camera Footage In Flutter

10 – Realtime Face Detection In Flutter

001 Realtime Face Detection In Flutter.mp4

03:03
002 Setting up the flutter project for realtime face recognition application.mp4

03:12
003 What we have done so far in Flutter.mp4

05:50
004 Getting frames of live camera footage in Flutter.mp4

05:44
005 Switching camera directions in Flutter.mp4

02:41
006 Performing face detection in Flutter with live camera footage.mp4

05:24
007 Drawing rectangles around detected faces in realtime in Flutter.mp4

06:22
008 Flutter Face Detector Painter.mp4

07:11

11 – Realtime Face Recognition In Flutter

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About Course

Course Content

01 – Introduction

001 Face Recognition & Detection in Flutter – 2024 Guide.mp4

002 How Face Recognition is Performed in Flutter.mp4

02 – Setup for MacOS

001 Install the Flutter SDK.mp4

002 Install Android Studio.mp4

003 Install and Setup XCode.mp4

004 Creating A Flutter Project and Installing in IOS Simulator.mp4

005 Install the Android Emulator.mp4

03 – Setup for Windows

001 Installing Flutter on Windows.mp4

002 Installing Android Studio.mp4

003 Creating Android Virtual Device.mp4

04 – Choosing or Capturing Images in Flutter

001 Creating a new Flutter Project and Creating Application GUI.mp4

002 Adding Libraries and setting configurations for Android & IOS in Flutter.mp4

003 Choosing Images From Gallery In Flutter.mp4

004 Capturing Images using Camera in Flutter.mp4

005 Image Picker Flutter Overview.mp4

05 – Face Detection With Images in Flutter

001 Section Introduction.mp4

002 Setting up face detection & recognition flutter project.mp4

003 What we have done so far in Flutter.mp4

004 Adding Face Detection Library in Flutter.mp4

005 Setup for IOS in Flutter.mp4

006 Setup for Android in Flutter.mp4

007 Performing Face Detection In Flutter With images.mp4

008 Drawing rectangles around detected faces in Flutter.mp4

009 Flutter Face Detector Painter class.mp4

06 – Face Recognition With Images In Flutter

001 Cropping detected faces in Flutter.mp4

002 Adding face recognition models & libraries in Flutter.mp4

003 Passing faces to face recognition model and getting face embedding in Flutter.mp4

004 Registering faces in Flutter Application.mp4

005 Face Registration Dialogue in Flutter.mp4

006 Performing Face Recognition in Flutter.mp4

007 Drawing recognitions on screens with faces in Flutter.mp4

008 Validating Recognitions in Flutter.mp4

07 – Using Tensorflow Lite Models in Flutter for Face Recognition

001 Loading Tensorflow lite models in Flutter.mp4

002 Passing Input to the tflite models and getting the outputs in Flutter.mp4

08 – Storing Registered Faces In Database in Flutter

001 Creating database and loading data in Flutter.mp4

002 Registering new faces in database in Flutter.mp4

003 Comparing face embeddings and getting recognitions in Flutter.mp4

004 Using FaceNet model in Flutter.mp4

09 – Displaying Live Camera Footage In Flutter

001 Creating a new Flutter project and adding libraries.mp4

002 Displaying Live Camera Footage in Flutter.mp4

003 Live Feed Flutter Application Demo.mp4

004 Camera Package Flutter Overview.mp4

10 – Realtime Face Detection In Flutter

001 Realtime Face Detection In Flutter.mp4

002 Setting up the flutter project for realtime face recognition application.mp4

003 What we have done so far in Flutter.mp4

004 Getting frames of live camera footage in Flutter.mp4

005 Switching camera directions in Flutter.mp4

006 Performing face detection in Flutter with live camera footage.mp4

007 Drawing rectangles around detected faces in realtime in Flutter.mp4

008 Flutter Face Detector Painter.mp4

11 – Realtime Face Recognition In Flutter

001 Cropping detected faces from frames of live camera footage in Flutter.mp4

002 Loading face recognition models in Flutter.mp4

003 Registering faces in Realtime Face Recognition Flutter application.mp4

004 Performing face recognition in Flutter with live camera footage.mp4

005 Validating recognition of tflite models in Futter.mp4

006 Realtime face recognition flutter application overview.mp4

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