Jetson nano deepstream resnet sample running CSI cam,Webcam and I.P. cam

Accelerated Computing Intelligent Video Analytics DeepStream SDK
1

Here is a link to a video of me riding around town with a jetson nano strapped to roof of my car.

I am running the resnet model out of the samples folder.
I am testing out cameras for a project I am working on.

2

Hi,

Thanks for sharing.
The results looks good.

Do you meet anything that we can help?

Thanks.

3

Can someone point me to the info on how to retrain the deepstream resnet model for my custom images.
I have been working with the YOLO models but it seems if I want speed I will have to switch over to the deepstream resnet model.

4

Hi,

We have a Transfer Learning Toolkit for Deepstream models:
https://devblogs.nvidia.com/accelerating-video-analytics-tlt/

You can apply the early access here.
Thanks.

5

Hi, adventuredaisy

Is everything okay for the retrain job?

Currently, you can retrain the resnet-10 directly with our docker image on the host, and copy the model into device for Deepstream inference.
Here is a HowTo tutorial for your reference:
https://medium.com/dataseries/build-and-deploy-accurate-deep-learning-models-for-intelligent-image-and-video-analytics-8ad755213c06

Thanks.