public DetectionModule(byte[] proto, byte[] caffeModel, string embeddingModel, string embeddingSecondModel, double minConfidence)
{
//todo : is there a way to read embeddingModel from bytes? it's a torch model.
embedder = DnnInvoke.ReadNet(embeddingModel);
embedderSecond = GetEmbedderFromCaffe("Models.deploy.prototxt", "Models.res10_300x300_ssd_iter_140000.caffemodel");
this.minConfidence = minConfidence;
}
public DetectionModule(byte[] proto, byte[] caffeModel, string embeddingModel, double minConfidence)
{
detector = DnnInvoke.ReadNetFromCaffe(proto, caffeModel);
//todo : is there a way to read embeddingModel from bytes? it's a torch model.
embedder = DnnInvoke.ReadNet(embeddingModel);
this.minConfidence = minConfidence;
}
public DetectionModule(FaceRecognitionParams facePars)
{
Console.WriteLine("[INFO] loading face detector...");
detector = GetDetector(facePars);
Console.WriteLine("[INFO] load serialized face embedding model from disk...");
embedder = DnnInvoke.ReadNet(facePars.EmbeddingModel);
minConfidence = facePars.Confidence;
}
public DetectionModule(string embeddingModel, string embeddingSecondModel, double minConfidence)
{
Console.WriteLine("[INFO] loading face detector...");
detector = GetDetector();
faceEyeDetector = new FaceEyeDetector("Models\\haarcascade_frontalface_default.xml", "Models\\haarcascade_eye.xml");
Console.WriteLine("[INFO] load serialized face embedding model from disk...");
embedder = DnnInvoke.ReadNet(embeddingModel);
embedderSecond = GetEmbedderFromCaffe("Models.deploy.prototxt", "Models.res10_300x300_ssd_iter_140000.caffemodel");
this.minConfidence = minConfidence;
}
