Which ResNet Detector is this ?

In this article (https://developer.nvidia.com/deepstream-sdk) it is mentioned that

“DeepStream application running on Jetson Nano with ResNet-based object
detector concurrently on eight independent 1080p 30fps video streams.”

Q1. Can you tell me which Resnet based detector was used for implementation ?
Resnet 18, Resnet 34, Resnet 50 and many others… ?

Q2. Is this model using SSD ?

Thanks.

Hi,

1.
It called resnet-10, a customized resnet model for detection from NVidia.
https://ngc.nvidia.com/catalog/models/nvidia:tlt_iva_object_detection_resnet10

2.
No.
It’s customized model and doesn’t related to SSD.

Thanks.

Thanks for taking time and answering the question.

Can you please share the steps on how to train this model ?

Hi,

It’s recommended to use our Transfer Learning Toolkit:
https://developer.nvidia.com/transfer-learning-toolkit

Thanks.

Hi,

wish to clarify: Is the RPN/localisation model faster-RCNN? Or it is a closed/undisclosed model?

Thanks