public static CustomVisionModel CreateFromFilePath(string path)
{
CustomVisionModel learningModel = new CustomVisionModel();
learningModel.model = LearningModel.LoadFromFilePath(path);
learningModel.session = new LearningModelSession(learningModel.model);
learningModel.binding = new LearningModelBinding(learningModel.session);
return(learningModel);
}
public static async Task <CustomVisionModel> CreateFromStorageFile(StorageFile file)
{
CustomVisionModel learningModel = new CustomVisionModel();
learningModel.model = await LearningModel.LoadFromStorageFileAsync(file);
IReadOnlyList <ILearningModelFeatureDescriptor> input = learningModel.model.InputFeatures.ToList();
MapFeatureDescriptor imgDesc = input[0] as MapFeatureDescriptor;
TensorFeatureDescriptor tfDesc = input[0] as TensorFeatureDescriptor;
learningModel.inputParameterName = input[0].Name;
learningModel.inputWidth = (int)tfDesc.Shape[2];
learningModel.inputHeight = (int)tfDesc.Shape[3];
IReadOnlyList <ILearningModelFeatureDescriptor> output = learningModel.model.OutputFeatures.ToList();
MapFeatureDescriptor imgDesc1 = output[0] as MapFeatureDescriptor;
TensorFeatureDescriptor tfDesc1 = output[0] as TensorFeatureDescriptor;
learningModel.outputParameterName = output[0].Name;
learningModel.session = new LearningModelSession(learningModel.model);
learningModel.binding = new LearningModelBinding(learningModel.session);
return(learningModel);
}
