livijn / laravel-object-detection
Uses ML to detect objects
Requires
- php: ^8.0|^8.1
- illuminate/support: ^9.0
Requires (Dev)
- orchestra/testbench: ^7.0
- phpunit/phpunit: ^9.0
README
This package detects faces in an image using Machine Learning, TensorFlow and the MediaPipe Face Detection model.
Installation
You can install the package via composer:
composer require livijn/laravel-object-detection
You should add this to your composer.json
file to ensure that our package is fully installed.
"scripts": {
"post-install-cmd": [
"@php artisan object-detection:install"
]
}
Installation on Laravel Forge
If you are deploying on Laravel Forge, make sure you have sufficient node & npm versions. You can read this article on how to update nodejs on Forge.
To update npm, just run sudo npm install -g npm@latest
on your server.
I have only verified this works with these versions:
- node >= 16
- npm >= 7
Usage
LaravelObjectDetection::getObjectsFromImageUrl('https://some-url.com/some-image.jpg'); // Returns an ImageObject // [{"class":"dog","score":0.973773181438446,"boundingBox":[239.84360694885254,75.59387746453285,505.188524723053,590.4131692349911]}]
Testing
composer test
Changelog
Please see CHANGELOG for more information what has changed recently.
Contributing
Please see CONTRIBUTING for details.
Security
If you discover any security related issues, please email ouff@live.se instead of using the issue tracker.
Credits
License
The MIT License (MIT). Please see License File for more information.