Training of resnet-10 using DIGITS for object detection

Accelerated Computing Intelligent Video Analytics DeepStream SDK
3

Hi kayccc,

Just reviewed the TLT documentation and how-to guide. If I understand correctly, I have to train my object dataset with a pre-trained ResNet 10 model, prune it and then export it, if i want to run it on the DeepStream apps. Is that correct?

My main question for now is, [b]in the DeepStream SDK, what is the type of the ResNet 10 model in the sample apps:

  • Image Classification, or
  • DetectNet_v2, or
  • FasterRCNN, or
  • SSD

[/b]
We will use the same type for ResNet 10 (from NGC) to train our dataset on as well, so it can run on the DeepStream apps later on without any issues.