Git Product home page Git Product logo

face_recognition_ios's Introduction

An ios app for face recognition and retrieve

  1. An c++ implement of face detect, recognition and retrieve based on mtcnn, facenet and hnswlib.
  2. Another web server implement based on Caffe and Flask can be found in Facenet-Caffe

Prerequisites

  1. OpenCV3.4.0
  2. NCNN framework, use to detect face.
  3. pretraned facenet model, can be downloaded in InceptionResnet.mlmodel

Test platform

App builds and running on iPhone SE successfully, arm64 architecture.

Application

  1. Enroll and store features in local sandbox.
  2. Retrieve by hnswlib.
  1. All the name you enrolled can be duplicated, the retrieve algorithm identify the face when the Euclidean Distance is smaller than 0.5, since all the face embedding vector is under L2 norm and confined in a high dimensional sphere whose radius is euqal to 1. The largest distance is 2.0.

face_recognition_ios's People

Contributors

taylorlu avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

face_recognition_ios's Issues

Core ML model

Hi, can you please upload the model to somewhere else? It seems very difficult to download from Baidu.

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.