Deepstream SDK 4.0 deepstream-app framework

Hi Guys,

I am trying out the newly released deepstream 4.0 SDK. I wish to know the framework being used for resnet-10 model, which seems to give impressive performance fps. Can someone refer me to the paper which is implemented?

Thanks

Hi neophyte1,
The resnet10 detection model is trained with NVIDIA Transfer Learning Toolkit(TLT): https://developer.nvidia.com/transfer-learning-toolkit

There is no paper for it since it’s an internal work in NVIDIA. You can train it with your own dataset with TLT . If you are interested in TLT, follow the link above and scroll down to the bottom and join the EA program for TLT then you will grant the access to TLT SDK.

Hi zhimengf:

 I want use resnet10 detection model to training with our data,How to use it? the https://developer.nvidia.com/transfer-learning-toolkit. is page not found.

Thanks

Hi dabin2008, please remove the dot after the link and try again.

Hi zhimengf,

I get the information about TLT and fill out the application,How long I can get the link to the NVIDIA Transfer Learning Toolkit?

Thanks.

Hi daibin2008,
that depends on our approval management, please wait for some time.

Hi zhimengf:

I training detection network Mobile-SSD with caffe,How to convert our trained model and deploy it to the TX2 board? Have any document?

Thanks

Document can be got from here:

Hi zhimengf,

Thank you for your interest in TLT. The production version of TLT will be released shortly. Stay tuned.