How to import pretrained models with multiple outputs to MATLAB?

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!

Answer 1

[Shashank Gupta]

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.