Face-Mask-Classifier-Using-ML.NET

Face-Mask-Classifier-Using-ML.NET

ML.NET is a cross-platform open-source machine learning framework that makes machine learning accessible to .NET developers.

ML.NET Model Builder is an intuitive graphical Visual Studio extension to build, train, and deploy custom machine learning models.

Add Machine Learning to a project

Pick a Scenario

Data Folder

Train

Training progress

Training Result

Testing Images

 public class ConsumeModel
{
    // For more info on consuming ML.NET models, visit https://aka.ms/model-builder-consume
    // Method for consuming model in your app
    public static ModelOutput Predict(ModelInput input)
    {

        // Create new MLContext
        MLContext mlContext = new MLContext();

        // Load model & create prediction engine
        string modelPath = @"C:\Users\Hassan-Laptop\AppData\Local\Temp\MLVSTools\ConsoleApp2ML\ConsoleApp2ML.Model\MLModel.zip";
        ITransformer mlModel = mlContext.Model.Load(modelPath, out var modelInputSchema);
        var predEngine = mlContext.Model.CreatePredictionEngine<ModelInput, ModelOutput>(mlModel);

        // Use model to make prediction on input data
        ModelOutput result = predEngine.Predict(input);
        return result;
    }
}