Build A Complete Face Recognition Application in Android

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Face Recognition in Android with Images & Videos , FaceNet & Mobile FaceNet models for Smart Android App Development

1 - Introduction

1 - Course Introduction

2 - How Face Recognition Works

2 - Choosing Capturing Images in Android

3 - Setting Up a new Android Project and creating GUI

4 - Choosing Images From Gallery in Android

4 - Course-Resources.zip

5 - One More Step

6 - Capturing Images using camera in Android

7 - Converting Images into Bitmap format in Android

8 - Section Overview

3 - Face Recognition With Images

9 - Section Introduction

10 - Setting Up Android Studio Project

11 - What we have done so far

12 - Configurations for Face Detection in Android

13 - Detecting Faces in Android

14 - Drawing Rectangles Around Detected Faces in Android

15 - Face Detection in Android Overview

16 - Cropping the detected Faces

17 - Tensorflow Lite Introduction

18 - What is model Quantization

19 - Loading Face Recognition Model in Android

20 - Analyzing a tflite model

21 - Passing Cropped Faces to Face Recognition Model

22 - Showing The Dialogue and Registering Faces

23 - Registering Faces Globally

24 - Face Registration Overview

25 - Recognizing Registered Faces in Android

26 - Showing Registered Faces on Screen

27 - Face Recognition Overview

28 - Using Mobile FaceNet in Android with Images

29 - How we are loading a tflite Model in Android

30 - Passing input to a tflite model and getting the output in Android

31 - Comparing Face Embeddings in Android

4 - RealTime Face Recognition in Android

32 - Realtime Face Recognition Section Introduction

33 - Setting up Android Project for Realtime Face Recognition

34 - Displaying Live Camera Footage In Android

35 - Getting Frames on Live Camera Footage In Android

36 - Converting Frames into Bitmap In Android

37 - Loading FaceNet Model in Android

38 - Registering Faces using Frames of Live Camera Footage in Android

39 - Recognizing Faces Using live Camera Footage in Android

40 - Showing Results on Screen In Realtime

41 - Testing Realtime Face Recognition Application

42 - Playing with certain values

43 - Realtime Face Recognition Android Overview

44 - Switching Between Camera in Android

45 - Using Mobile FaceNet Model in Android with Live Camera Footage

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تولید کننده: Udemy-Training