awssat / imageai
Wrapper for imageAi in PHP
Requires
- php: ^7.1
- intervention/image: ^2.4
- symfony/filesystem: ^4.3
- symfony/process: ^4.0
Requires (Dev)
- phpunit/phpunit: ^7.0
This package is auto-updated.
Last update: 2024-10-25 00:28:24 UTC
README
Php soultion for https://github.com/OlafenwaMoses/ImageAI . try AI features in Php with help of python libraries
Requirements
First you need to install https://github.com/OlafenwaMoses/ImageAI with all requirements
Install
Via Composer
composer require awssat/imageai
Usage
$imageAi = imageAi::image($img)->model('RetinaNet', '/path/to/resnet50_coco_best_v2.0.1.h5')->detect();
Result
$imageAi->results = [ [ "name": "car" "percentage": 97.267699241638 "box_points": [ 1392 116 3541 1276 ] "image": Intervention\Image\Image //object iamge ] ]
you should always define a model that supported in OlafenwaMoses/ImageAI
Model types
RetinaNet
YOLOv3
TinyYOLOv3
you must download the RetinaNet, YOLOv3 or TinyYOLOv3 object detection model via the links below:
- RetinaNet (Size = 145 mb, high performance and accuracy, with longer detection time)
- YOLOv3 (Size = 237 mb, moderate performance and accuracy, with a moderate detection time)
- TinyYOLOv3 (Size = 34 mb, optimized for speed and moderate performance, with fast detection time)
Other use cases
Speed
You can define speed of detection (affect accuracy) by simply calling
$imageAi = imageAi::image($img)->speed('fast')->model('RetinaNet', '/path/to/resnet50_coco_best_v2.0.1.h5')->detect();
supported speeds (fast, faster, fastest, flash)
Specfic objects
You can only detect custom objects
$imageAi = imageAi::image($img)->customObjects(['car'])->model('RetinaNet', '/path/to/resnet50_coco_best_v2.0.1.h5')->detect();
Percentage
Define a minimum percentage of detection proccess
$imageAi = imageAi::image($img)->customObjects(['car'])->percentage(90)->model('RetinaNet', '/path/to/resnet50_coco_best_v2.0.1.h5')->detect();
Contributing
You are very welcome to contribute and improve this package.
Credits
License
The MIT License (MIT). Please see License File for more information.