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I have trained a deep learning model of Mask RCNN in Keras and have derived a ONNX model (weight matrix) which is able to run and test images in Python successfully. Is there any possibility to use the same ONNX model in Windows form Application, C# through Visual Studio? If yes, what would be the requirements?

System information:

  • Windows 10 Enterprise 2016 LTSB
  • Visual Studio 2019
  • ONNX Runtime version (you are using):
  • Mask RCNN, in ONNX Runtime v0.5.0
valiano
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Amuthalingeswaran C
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2 Answers2

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ONNX Runtime is available from Nuget in the Microsoft.ML.OnnxRuntime package. It supports .Net Standard 1.1 which means it can be used with .Net Framework 4.5 and newer.

csteegz
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Take a look at CSharp API documentation which includes a complete Inference tutorial. If you want to run the onnx model on GPU make sure to have CUDA and cuDNN installed and added to the PATH.

Daniel Memmel
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