mapo80/deepface-dotnet

Deepface .Net Bindings

.Net Bindings for DeepFace

In this period I am interested in facerecognition. I found this interesting framework on Github and I wanted to make the binding for .Net:

• https://github.com/serengil/deepface

I've used Python.Included and Pythonet, here you can find all the information:

• https://github.com/henon/Python.Included

I only implemented DeepFace's verify method, it would be interesting to bind the other methods as well.

To use it just do:

var serviceProvider = new ServiceCollection()
    .AddSingleton<IDeepFace, DeepFace.Bindings.DeepFace>()
    .BuildServiceProvider();

var deepFace = serviceProvider
    .GetService<IDeepFace>();

Then call verify method:

var result = deepFace?.Verify(a, b, 
                              Model.VggFace, 
                              DistanceMetric.EuclideanL2, 
                              BackendDetector.MtCnn, 
                              Normalization.VGGFace,
                              true);

You can pass base64 image to verify method.

You have enum for:

• Model name: VGG-Face, Facenet, Facenet512, OpenFace, DeepFace, DeepID, ArcFace, Dlib
• Distance metric: Cosine, Euclidean, Euclidean L2
• Backend detector: Retina Face, Mt Cnn, Opencv, Ssd, Dlib
• Normalization: Base, Raw, Facenet, VGGFace, VGGFace2, ArcFace

Below execution for:

• Model name: Vgg face
• Distance metric: Euclidean L2
• Backend detector: Mt Cnn
• Normalization: Vgg face