unable to import EfficientNet from onnx

Hi

Are pretrained EffieciNets available in MATLAB? I tried to import EfficientNet-b1.onnx into MATLAB but it failed due to warning 'The operator 'Mul' is only supported when its inputs are one node and one constant.'

The EfficientNet are state-of-the-art networks for image classification so it would be great if they are available in MATLAB for tranfer learning.

Best Regards

Sameed

[Alok]

i have raised the same issue with matlab and on a number of platforms, but it seems the Matlab's deep learning toolbox is lagging behind....

Answer 1

[Aditya Patil]

R2020a does not support the required operator for EfficientNet. This is a known issue, and might be fixed in any future release.

Answer 2

[de y]

Is there any time to expect the efficientnet B7-8 on matlab?

Answer 3

[Mike Croucher]

While researching EfficientNet I discovered this old answer so thought I'd update with the current situation as of R2024b.

Looking at the documentation for imagePretrainedNetwork I can see that EfficientNet B0 is directly supported which you can choose by using "efficientnetb0" as the name input argument. This replaces the older function efficientnetb0 which is no longer reccommended.