Hugging Face Inference

¶Object detection

¶Code

use Partitech\PhpMistral\Clients\HuggingFace\HuggingFaceClient;
use Partitech\PhpMistral\MistralClientException;

$apiKey = getenv('HUGGINGFACE_TGI_TOKEN');

$client = new HuggingFaceClient(
    apiKey: (string) $apiKey,
    provider: 'hf-inference',
    useCache: true,
    waitForModel: true
);

$path = $filePath = realpath("./../../medias/cat_scooter_sherlock.png");

try {
    $response = $client->sendBinaryRequest(
        path: $path,
        model: 'facebook/detr-resnet-50',
        decode: true,
        pipeline: 'object-detection'
    );    print_r($response) ;
} catch (MistralClientException $e) {
    echo $e->getMessage();
    exit(1);
}

¶Result

Array
(
    [0] => Array
        (
            [score] => 0.99846220016479
            [label] => motorcycle
            [box] => Array
                (
                    [xmin] => 138
                    [ymin] => 475
                    [xmax] => 851
                    [ymax] => 979
                )
        )

    [1] => Array
        (
            [score] => 0.99499785900116
            [label] => cat
            [box] => Array
                (
                    [xmin] => 349
                    [ymin] => 90
                    [xmax] => 929
                    [ymax] => 871
                )
        )
)

¶Code

$path = $filePath = realpath("./../../medias/lake_bird.png");
try {
    $response = $client->sendBinaryRequest(
        path: $path,
        model: 'facebook/detr-resnet-101',
        decode: true
    );
    print_r($response) ;
} catch (MistralClientException $e) {
    echo $e->getMessage();
    exit(1);
}

¶Result

Array
(
    [0] => Array
        (
            [score] => 0.99891591072083
            [label] => bird
            [box] => Array
                (
                    [xmin] => 549
                    [ymin] => 552
                    [xmax] => 968
                    [ymax] => 954
                )
        )
)