How to export trained Faster RCNN to another hardware platform
2 views (last 30 days)
Show older comments
Hello all,
I have used MATLAB with the deep learning toolbox to train my own Faster RCNN object detector.
Either if I use a predefined CNN (squeezenet for example) or my designed CNN, I want to export the trained Faster RCNN to use it on other embedded platforms.
exportONNXNetwork gives errors with Faster RCNN architectures no matter the CNN used.
How can I export my work to use it in another HW? I have worked many hours and now I can not deploy my design !!
Thank you all in advance,
Alberto
3 Comments
Ganesh Regoti
on 25 Oct 2019
Hi Alberto,
It seemed to work fine for me for the following network. I am able to export the network to ONNX format.
Could you send your network (ResultsFasterRCNN_squeezenet.mat) ?
Answers (3)
Alberto Tellaeche
on 25 Oct 2019
1 Comment
Ganesh Regoti
on 25 Oct 2019
Hi,
The attached .mat file is empty. Can you please cross-verify and attach the correct file.
Ganesh Regoti
on 4 Nov 2019
Hi Alberto,
I have tried it on the latest version of MATLAB R2019b and it worked fine for me.
1. Try updating / re-installing to the latest version of MATLAB R2019b.
2. Try re-installing the Deep Learning Toolbox.
Hope this helps!
1 Comment
Abdussalam Elhanashi
on 12 Feb 2020
See Also
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!