windows-machine-learning

问题 I have an ONNX model I wish to evaluate images against, from a C# Windows service (non UWP). I don't see any way to get to the Windows ML framework from C# outside of building a UWP app, is that correct? I found this posting which seems to indicate that it is possible from C++. Is there at least a well known COM wrapper or something for it? 回答1: See here for an example on the Windows-Machine-Learning GitHub of a slightly different method of referencing Windows.AI.MachineLearning outside of

问题 I am seeing an exception from the WinML runtime 'The parameter is incorrect.' when running a single convolution ONNX model on DirectX devices. My model runs fine on Default and Cpu devices, and I am able to run the SqueezeNet.onnx model from the Windows Machine Learning repository fine on DirectX devices. My model uses the same operator set id, convolution attributes, weights, and bias as the first SqueezeNet convolution as well. I have also ran the ONNX python library's checker on my model

问题 I'm using custom Vision ( https://www.customvision.ai ) to train a model for object recognition. After 10 Iterations of training it suddenly stopped loading. I always export it as onnx and load it on the HoloLens (with this tutorial: https://mtaulty.com/2018/03/29/third-experiment-with-image-classification-on-windows-ml-from-uwp-on-hololens-in-unity/ ). And it worked for quite some time (though the results weren't perfect), but after I continued to train the model to find the things better it

问题 What is the minimum Windows OS Version required for Windows ML. I understand it needs Windows 10 SDK build 17723 and above, however will WinML apps built using this SDK work on Windows 10 RS4? 回答1: Win ML is a machine learning API provided with windows 10 update and is available in build versions above 17723. The purpose of which is to carry out inference locally in windows 10 devices. In order to use a win ml based application you must have the system with the win ml API, which is available