Face Recognition in Flutter – Build Smart Apps in Flutter

سرفصل های دوره

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

1. Introduction

1. Introduction

2. How Face Recognition is Performed

2. Choose Images from Gallery or capture Images using Camera in Flutter

1. Setting Up a new Flutter Project and Creating Application GUI

2. Adding the Library and setting configurations for Android & IOS

3. Choosing Images From Gallery In Flutter

4. Capturing Images using Camera in Flutter

5. Overivew

3. Face Recognition With images in Flutter

1. Face Recognition With Images Section Introduction

2. Setting Up Face Recognition With Images Project

3. Choosing or Capturing Images for Performing Face Recognition in Flutter

4. Performing Face Detection in Flutter

5. Drawing Rectangles around detected faces on images in Flutter

6. Cropping Detected Faces from Images in Flutter

7. Removing Rotation of Camera Captured Images in Flutter

8. Adding FaceNet Model in Flutter Application

9. Setup for IOS

10. Analyzing a tflite model

11. Passing Cropped Faces to Model and Getting Embeddings in Flutter

12. Registering Faces in our Flutter Application

13. Face Registration in Flutter Overview

14. Storing Registered Faces in Flutter Globally

15. Performing Face Recognition in Flutter With Images

16. Showing Recognized Names above faces in Flutter

17. Face Recognition With Images in Flutter Overview

18. Using Mobile FaceNet Model in Flutter for Face Recognition

4. Tensorflow Lite in Flutter

1. Loading FaceNet (tflite) model in Flutter

2. Passing Input to Face Recognition Model in Flutter and Getting Output

3. How Recognition in Performed - Find Nearest Neighbors

5. Displaying Live Camera Footage in Flutter

1. Creating new Flutter project and Adding library

2. Displaying Live Camera Footage in Flutter

3. Live Feed Application Demo

4. Camera Package Overview

6. Realtime Face Recognition in Flutter

1. Realtime Face Recognition Section Introduction

2. Setting Up Realtime Face Recognition Project

3. GUI of Realtime Face Recognition Application

4. Getting Frames of Live Camera in Flutter

5. Switching Between Front and Back Camera in Flutter

6. Performing Face Detection With Live Camera Footage in Flutter

7. Drawing Rectangles around detected faces in Realtime

8. Testing Realtime Face Detection Application

9. Face Detector Painter in Flutter

10. Cropping faces in Flutter in Realtime

11. Adding FaceNet model & Getting Embedding in Realtime

12. Performing Realtime Face Registration in Flutter

13. Performing Realtime Face Recognition in Flutter

14. Testing Realtime Face Recognition Application

15. Improving performance of Realtime Face Recognition Application

16. Realtime Face Recognition Overview

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تولید کننده: Udemy-Training