A demo of face recognition SwiftUI app on iOS. Based on Vision, OpenCV, Dlib and ResNet.

Related tags

Image iOS-FaceRecognizer
Overview

iOS-FaceRecognizer

A demo of face recognition SwiftUI app on iOS, build for iPad. Based on Vision, OpenCV, Dlib and ResNet.

Features

  • Add face image and name into database.
  • Real-time Face tracking.
  • Real-time face recognize.

Build

OpenCV

Install opencv dependency with cocoapods.

pod install

Dlib

Clone Dlib to anywhere you like. For example ~/project/Framework.

mkdir Framework
cd Framework
git clone https://github.com/davisking/dlib.git

Download "libdlib.a" from release page and copy it to Framework/lib folder. Add libdlib.a into the "Build Phases > Link Binary With Libraries" list in Xcode project. Add dlib header path into "Build Settings > Header Search Paths". For example "/Users/js/project/Framework/dlib" Add Framework path into "Build Settings > Library Serch Path". For example "/Users/js/project/Framework/lib"

Download shape_predictor_68_face_landmarks.dat from here:

http://dlib.net/files/shape_predictor_68_face_landmarks.dat.bz2

Download dlib_face_recognition_resnet_model_v1.dat from here:

http://dlib.net/files/dlib_face_recognition_resnet_model_v1.dat.bz2

Drag & Drop these dat files into the project and add them into the "Build Phases > Copy Bundle Resources" list.

Preview

https://www.bilibili.com/video/BV1rv411A7AX?zw

iOS-FaceRecognizer

这是一个用 SwiftUI 为 iPad 编写的人脸识别 App。基于 Vison，OpenCV，Dlib 和 ResNet。

功能

  • 向数据库添加人脸图片和姓名
  • 实时人脸追踪
  • 实时人脸识别

中文教程

我的博客： 在 iOS 中实现人脸识别

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