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How to import pretrained models with multiple outputs to MATLAB?

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Amin Assadzadeh
Amin Assadzadeh 2019 年 10 月 20 日
回答済み: Shashank Gupta 2019 年 12 月 9 日
I'm trying to import pretrained detector networks (e.g. YOLOv3 and Faster R-CNN) in ONNX or Keras formats using importONNXNetwork and importKerasNetwork functions, but I'm getting the error that models with multiple outputs are not supported yet?
Is there a way around this?
Any help will be much appreciated!

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Shashank Gupta
Shashank Gupta 2019 年 12 月 9 日
Hi Amin,
The issue which you mentioned is a known issue and the concerned team is working on it.
One thing that can be tried although I haven’t done it personally. Before importing the model to MATLAB environment, try adding a dummy layer with a dummy weight with just one output and after importing, remove the added layer and get back your original model architecture. I am not sure weather this will work but still worth giving a shot.
Hope this helps.

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