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Example code of mailmug/php_dlib

Informations about the package php_dlib

PHP-Dlib

PHP extension for the Dlib C++ library (face detection, landmarks, recognition, and clustering).

This project is a fork of the original pdlib and extends it with improved build support and modern Dlib versions.

🚀 Features

PHP Dlib Extension Quick Installation Guide

Tutorial

1. Download the Extension

Download the correct file from: Releases

Choose:

Make sure it matches:

2. Windows Installation (.dll)

Find php.ini

Create file:

Open: http://localhost/info.php Then check: Loaded Configuration File (php.ini).

Finally, add the following code to the php.ini file

Then restart the server. Finished :)

Requirements

Recommended

Dependencies

Dlib

Install Dlib as a shared library

Installation

Configure PHP installation

Append the content below to php.ini

Tests

For tests, you will need to have the bz2 extension installed. On Ubuntu, it boils down to:

After you have successfully compiled everything, just run:

Usage

General Usage

A good starting point can be tests/integration_face_recognition.phpt. Check that first.

Basically, if you just want to quickly get from your image to a 128D descriptor of faces in the image, here is a really minimal example of how:

Location from where to get these models can be found on the DLib website, as well as in tests/integration_face_recognition.phpt test.

Specific use cases

face detection

If you want to use the HOG-based approach:

If you want to use the CNN approach (and CNN model):

The CNN model can get you slightly better results, but is much, much more demanding (CPU and memory, GPU is also preferred).

face landmark detection

Additionally, you can also use a class-based approach:

Note that, if you use a class-based approach, you need to feed the bounding box rectangle with values obtained from dlib_face_detection. If you use dlib_face_landmark_detection, everything is already done for you (and you are using the HOG face detection model).

face recognition (aka getting face descriptor)

Chinese whispers

Provides raw access to dlib's chinese_whispers function. The client needs to build and provide edges. Edges are provided as a numeric array. Each element of this array should also be a numeric array with 2 elements of long type.

Returned value is also a numeric array, containing obtained labels.

Features

All versions of php_dlib with dependencies

PHP Build Version
Package Version
Requires php Version >=7.0
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