Flutter 中的面部识别和检测 - 2023 年指南
Face Recognition and Detection In Flutter - 2023 Guide
- 1 - Introduction
- 2 - How Face Recognition is Performed
- 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
- 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
- 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
- 25 - Loading Tensorflow lite models in Flutter
- 26 - Passing Input to the models and getting the outputs
- 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
- 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
- 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
- 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