/// <summary>
/// Initializes a new instance of the <see cref="FaceRecognizer"/> class.
/// </summary>
/// <param name="pipeline">The pipeline to add the component to.</param>
/// <param name="configuration">The component configuration.</param>
public FaceRecognizer(Pipeline pipeline, FaceRecognizerConfiguration configuration)
: base(pipeline)
{
this.configuration = configuration;
this.RateLimitExceeded = pipeline.CreateEmitter <bool>(this, nameof(this.RateLimitExceeded));
this.faceServiceClient = new FaceServiceClient(this.configuration.SubscriptionKey, this.configuration.SubscriptionAccessPoint);
this.persons = this.faceServiceClient.ListPersonsAsync(configuration.PersonGroupId.ToString());
this.persons.Wait();
}
/// <summary>
/// Performs face recognition over a stream of images via <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>.
/// </summary>
/// <param name="source">The source stream of images.</param>
/// <param name="configuration">The face recognizer configuration.</param>
/// <param name="deliveryPolicy">The delivery policy. If not specified, the default delivery policy used is <see cref="DeliveryPolicy.LatestMessage"/></param>
/// <returns>A stream of messages containing a dictionary that represents the set of identity alternates and their corresponding scores.</returns>
/// <remarks>
/// A <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>
/// subscription key is required to use this operators. In addition, a person group needs to be created ahead of time, and the id of the person group
/// passed to the operator via the configuration. For more information, and to see how to create person groups, see the full direct API for
/// <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>
/// </remarks>
public static IProducer <Dictionary <string, double> > RecognizeFace(this IProducer <Shared <Imaging.Image> > source, FaceRecognizerConfiguration configuration, DeliveryPolicy deliveryPolicy = null)
{
deliveryPolicy = deliveryPolicy ?? DeliveryPolicy.LatestMessage;
var faceRecognizer = new FaceRecognizer(source.Out.Pipeline, configuration);
source.PipeTo(faceRecognizer, deliveryPolicy);
return(faceRecognizer.Out);
}
/// <summary>
/// Performs face recognition over a stream of images via <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>.
/// </summary>
/// <param name="source">The source stream of images.</param>
/// <param name="configuration">The face recognizer configuration.</param>
/// <param name="deliveryPolicy">An optional delivery policy.</param>
/// <param name="name">An optional name for the stream operator.</param>
/// <returns>A stream of messages containing detected faces and candidate identities of each person in the image.</returns>
/// <remarks>
/// A <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>
/// subscription key is required to use this operators. In addition, a person group needs to be created ahead of time, and the id of the person group
/// passed to the operator via the configuration. For more information, and to see how to create person groups, see the full direct API for.
/// <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>
/// </remarks>
public static IProducer <IList <IList <(string Name, double Confidence)> > > RecognizeFace(
this IProducer <Shared <Image> > source,
FaceRecognizerConfiguration configuration,
DeliveryPolicy <Shared <Image> > deliveryPolicy = null,
string name = nameof(RecognizeFace))
=> source.PipeTo(new FaceRecognizer(source.Out.Pipeline, configuration, name), deliveryPolicy);
/// <summary>
/// Performs face recognition over a stream of images via <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>.
/// </summary>
/// <param name="source">The source stream of images.</param>
/// <param name="configuration">The face recognizer configuration.</param>
/// <param name="deliveryPolicy">An optional delivery policy.</param>
/// <returns>A stream of messages containing detected faces and candidate identities of each person in the image.</returns>
/// <remarks>
/// A <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>
/// subscription key is required to use this operators. In addition, a person group needs to be created ahead of time, and the id of the person group
/// passed to the operator via the configuration. For more information, and to see how to create person groups, see the full direct API for.
/// <a href="https://azure.microsoft.com/en-us/services/cognitive-services/face/">Microsoft Cognitive Services Face API</a>
/// </remarks>
public static IProducer <IList <IList <(string Name, double Confidence)> > > RecognizeFace(this IProducer <Shared <Image> > source, FaceRecognizerConfiguration configuration, DeliveryPolicy <Shared <Image> > deliveryPolicy = null)
{
var faceRecognizer = new FaceRecognizer(source.Out.Pipeline, configuration);
source.PipeTo(faceRecognizer, deliveryPolicy);
return(faceRecognizer.Out);
}
