private async void LoadModel()
{
//Load a machine learning model
StorageFile modelFile = await StorageFile.GetFileFromApplicationUriAsync(new Uri($"ms-appx:///Assets/model.onnx"));
ModelGen = await Vgg19Model.CreateVgg19Model(modelFile).ConfigureAwait(false);
}
public static async Task <Vgg19Model> CreateVgg19Model(StorageFile file)
{
LearningModelPreview learningModel = await LearningModelPreview.LoadModelFromStorageFileAsync(file);
learningModel.InferencingOptions.PreferredDeviceKind = LearningModelDeviceKindPreview.LearningDeviceGpu;
Vgg19Model model = new Vgg19Model();
model.learningModel = learningModel;
return(model);
}