Not able to load pretrained model in MATLAB, showing error that network architecture is missing

Hi, I tried to load model present in weights folder using MATLAB, but showing error that network architecture is missing. Can you please let me know the network architecture for this network or Do you have any file which is having this network architecture. Thanks..

Hi,
we don't support SynthSeg on MATLAB, but I guess there's a way to port a python-coded network to matlab.

Regarding the network architecture, it is described in this paper: https://arxiv.org/pdf/2107.09559.pdf (now in Section 2.2, but soon in 3.2).

If you want more precise information you can run predict in debug mode on any scan, and put a debug bullet point at:

SynthSeg/SynthSeg/predict.py

Line 453 in 1c9995e

net.load_weights(model_file, by_name=True)

and call net.summary(200), which will print all the layers used in there.

Alternatively, I think you can also extract the architecture directly from the model (under models/SynthSeg.h5).

Hope this helps,
Benjamin