chrysanthos / laravel-object-detection

Identifies objects in an image using Machine Learning.

Laravel Object Detection

This package identifies objects in an image using Machine Learning, TensorFlow and the coco-ssd model.

Installation

You can install the package via composer:

composer require livijn/laravel-object-detection

You should att this to your composer.json file to ensure that our package is fully installed.

"scripts": {
    "post-install-cmd": [
        "(cd vendor/livijn/laravel-object-detection && npm i)"
    ]
}

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 ImageObjectCollection
// [{"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 [e-mail] instead of using the issue tracker.

Credits

• Fredrik Livijn
• All Contributors

License

The MIT License (MIT). Please see License File for more information.