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face-recognition's Introduction

DLIB Face Recognition Service

A face recognition service using dlib library. This service exposes a REST API which will take two face images and identify whether they are from same person or not.

The service is built over flask-rebar framework and containerization support is provided using dockerfile.

Features:

  • Expose dlib face recognition service by REST API
  • Expose underline parameters of dlib in the API for both face detections and recognition

Packaging:

The service provides standard production packaging as follows.

  • Environment (dev/ prod/ test) configuration management
  • Logger configuration
  • Error management in HTTP layer
  • DTO management
  • Containerization with docker
  • Unit test support

Pre requisite

python3
build-essential 
cmake

Build (without docker)

$ pip install -r requirements.txt

Run in dev mode (without docker)

$ sh run.dev.sh

Swagger Documentation

http://localhost:5001/v1/apidocs-ui

API Documentation

API DOC

Run in prod mode (without docker)

$ sh run.prod.sh

Run unit test

$ python -m unittest tests.controllers.recognition
$ python -m unittest tests.services.recognition

Docker

# To build the image and up the container
$ docker-compose up --detach

# To stop the container
$ docker-compose down

face-recognition's People

Contributors

sunoyon avatar

Stargazers

Hossain Cyrus avatar MD. Shafaul Anjum avatar Sudipto Das avatar Andy Khan (Ananda) avatar Ratul sharker avatar

Watchers

James Cloos avatar  avatar

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