Face Recognition and Detection in Flutter – The 2024 Guide

سرفصل های دوره

Face Recognition in Flutter with Images and Videos, Build Security and Attendance Systems in Flutter for Android and IOS

1 - Introduction

1 - Introduction

2 - How Face Recognition is Performed

2 - Choosing or Capturing Images in Flutter

3 - Creating a new Flutter Project and Creating Application GUI

4 - Adding Libraries and setting configurations for Android IOS

5 - Choosing Images From Gallery In Flutter

6 - Capturing Images using Camera in Flutter

7 - Image Picker Overview

3 - Face Detection With Images in Flutter

8 - Section Introduction

9 - Setting up face detection recognition flutter project

10 - What we have done so far

11 - Adding Face Detection Library in Flutter

12 - Setup for IOS in Flutter

13 - Setup for Android in Flutter

14 - Performing Face Detection In Flutter With images

15 - Drawing rectangles around detected faces

16 - Face Detector Painter class

4 - Face Recognition With Images In Flutter

17 - Cropping detected faces in Flutter

18 - Adding face recognition models libraries in Flutter

19 - Passing faces to face recognition model and getting face embedding

20 - Registering faces in Flutter Application

21 - Face Registration Dialogue in Flutter

22 - Performing Face Recognition in Flutter

23 - Drawing recognitions on screens with faces in Flutter

24 - Validating Recognitions in Flutter

5 - Using Tensorflow Lite Models in Flutter for Face Recognition

25 - Loading Tensorflow lite models in Flutter

26 - Passing Input to the models and getting the outputs

6 - Storing Registered Faces In Database

27 - Creating database and loading data

28 - Registering new faces in database in Flutter

29 - Comparing face embeddings and getting recognitions

30 - Using FaceNet model in Flutter

7 - Displaying Live Camera Footage In Flutter

31 - Creating a new Flutter project and adding libraries

32 - Displaying Live Camera Footage in Flutter

33 - Live Feed Application Demo

34 - Camera Package Overview

8 - Realtime Face Detection In Flutter

35 - Section Introduction

36 - Setting up the flutter project

37 - What we have done so far

38 - Getting frames of live amera footage in Flutter

39 - Switching camera directions in Flutter

40 - Performing face detection in Flutter with live camera footage

41 - Drawing rectangles around detected faces in realtime

42 - Face Detector Painter

9 - Realtime Face Recognition In Flutter

43 - Cropping detected faces from frames of live camera footage in Flutter

44 - Loading face recognition models in Flutter

45 - Registering faces in Realtime Face Recognition application

46 - Performing face recognition in Flutter with live camera footage

47 - Validating recognition of tflite models in Futter

48 - Realtime face recognition flutter application overview

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تولید کننده: Udemy