UNZIP the sources or clone the private repository. After getting the code, open a terminal and navigate to the working directory, with product source code.
$ # Get the code
$ git clone https://github.com/daovietanh190499/face_rec.git
$ cd face-rec
$
$ # Get the weight of arcface and put it on folder /app/ms1mv3_arcface_r50_fp16
$ wget https://github.com/daovietanh190499/face_rec/releases/download/v1.0.0/backbone_ir50_ms1m_epoch120.pth
$ mv backbone_ir50_ms1m_epoch120.pth /app/ms1mv3_arcface_r50_fp16
$
$ # Get the weight of ultralight weight face detection and put it on folder /app/detect_RFB_640
$ wget https://github.com/daovietanh190499/face_rec/releases/download/v1.0.0/version-RFB-640.pth
$ mv version-RFB-640.pth /app/detect_RFB_640/
$
$ # Get the labels file of ultralight weight face detection and put it on folder /app/detect_RFB_640
$ wget https://github.com/daovietanh190499/face_rec/releases/download/v1.0.0/voc-model-labels.txt
$ mv voc-model-labels.txt /app/detect_RFB_640/
$
$ # Virtualenv modules installation (Unix based systems)
$ virtualenv env
$ source env/bin/activate
$
$ # Virtualenv modules installation (Windows based systems)
$ virtualenv env
$ .\env\Scripts\activate
$
$ # Install modules
$ pip3 install -r requirements.txt
$
$ # Start the application (development mode)
$ python3 app.py
$
$ # Access the dashboard in browser: http://127.0.0.1:5051/Note: To use the app, please access the registration page and create a new user. After authentication, the app will unlock the private pages.
Within the download you'll find the following directories and files:
< PROJECT ROOT >
|
|-- apps/
| |
| |-- detect_RFB_640/
| | |-- version-RFB-640.pth # Weight of face detection model
| | |-- voc-model-labels.txt # Labels of face detection model
| |
| |-- ms1mv3_arcface_r50_fp16/
| | |-- backbone_ir50_ms1m_epoch120.pth # Weight of arcface model
| |
| |-- vision/
| | |-- <models code> # Models code of face detection
| |
| |-- backbone.py # Models code of arcface
| |
| __init__.py # Initialize the app
|
|-- static/
| |-- <css, JS, images> # CSS files, Javascripts files
|
|-- templates/
| |-- index.html # main HTML chunks and components
|
|-- requirements.txt # Development modules
|-- create_app.py # Create Database, Configure the app
|-- app.py # Start the app - WSGI gateway - SocketIO gateway
|
|-- ************************************************************************