Which ResNet Detector is this ?

Accelerated Computing Intelligent Video Analytics DeepStream SDK
1

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.

2

Hi,

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

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

Thanks.

3

Thanks for taking time and answering the question.

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

4

Hi,

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

Thanks.

5

Hi,

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

Thanks