Code Monkey home page Code Monkey logo

facerecognitionandtrack's Introduction

Overview

This project implement the functions of matlab equivalent MTCNN+ArcFace face recognition+tracking+HC08 Bluetooth module transmitting/receiving signal+voice broadcast, etc. The code implementation is relatively simple, condensed arduino control program+matlab algorithm design, and has a strong understanding.

Hardware and Software

Advantages

  • Simple code, integrated control + algorithm.
  • It is easy to debug the verification algorithm repeatedly.
  • Fast development cycle.

Disadvantages

  • Compared with C++, the execution efficiency is lower
  • Not easy to transplant
  • SOTA algorithm unified integration into matlab is slow

How to use

  1. Download arduino support package;
  2. Configure the hardware environment, such as arduino wiring, steering gear wiring, jetson maximum power supply use short-circuit plug, the default is usb power supply, etc.;
  3. Prepare face data, interact with source/prepare_getFaces.m on the pc, then execute source/prepare_faceDatabase.m to save database features, and finally run source/camera_faceRec.m

bluetooth control

bluetooth

Refer to here for the hardware connection diagram

Reference

Arduino-matlab
jetson_faceTrack_pytorch
Face Detection and Alignment MTCNN

notes

author:cuixingxing
email:[email protected]

facerecognitionandtrack's People

Contributors

cuixing158 avatar

Stargazers

 avatar  avatar Kenta Itakura avatar 捏捏口 avatar

Watchers

 avatar

Forkers

wangdian215

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    🖖 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. 📊📈🎉

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 ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.