// A method to load a machine learning model. private async Task loadModel() { // Get an access the ONNX model and save it in memory. StorageFile modelFile = await StorageFile.GetFileFromApplicationUriAsync(new Uri($"ms-appx:///Assets/bestModel.onnx")); // Instantiate the model. modelGen = await bestModelModel.CreateFromStreamAsync(modelFile); }
public static async Task <bestModelModel> CreateFromStreamAsync(IRandomAccessStreamReference stream) { bestModelModel learningModel = new bestModelModel(); learningModel.model = await LearningModel.LoadFromStreamAsync(stream); learningModel.session = new LearningModelSession(learningModel.model); learningModel.binding = new LearningModelBinding(learningModel.session); return(learningModel); }