public static async Task <bearModel> CreateFromStreamAsync(IRandomAccessStreamReference stream)
{
bearModel learningModel = new bearModel();
learningModel.model = await LearningModel.LoadFromStreamAsync(stream);
learningModel.session = new LearningModelSession(learningModel.model);
learningModel.binding = new LearningModelBinding(learningModel.session);
return(learningModel);
}
private async void Page_Loaded(object sender, RoutedEventArgs e)
{
StorageFile modelFile = await StorageFile.GetFileFromApplicationUriAsync(new Uri($"ms-appx:///Assets/bear.onnx"));
classificationModel = await bearModel.CreateFromStreamAsync(modelFile);
StorageFile detectionFile = await StorageFile.GetFileFromApplicationUriAsync(new Uri($"ms-appx:///Assets/bear-detection.onnx"));
detectionModel = new ObjectDetection(new List <string> {
"black bear", "brown bear", "polar bear"
});
await detectionModel.Init(detectionFile);
}
