Can ClearsightNet from Drive be utilized in deepstream?

We use Jetson AGX SOMs and Deepstream for video analysis at the edge. Some of our cameras, although not attached to a car, are somewhat low to the ground and can be blind from time to time.

I am interested to see if there is a way to use something like ClearsightNet from Drive in Deepstream. Can anyone point me in the right direction?

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it’s not supported now, we may consider to support it in future.

If you have got the ClearSightNet model. It can be integrated to DeepStream 6.0 GA.

If the preprocessing and inferencing are the same to resnet10, you can integrate with gst-nvinfer plugin Gst-nvinfer — DeepStream 6.0 Release documentation and you can implement your own post-processing with enabling gst-nvinfer “tensor-meta-output”.

If the model is special, you may consider to integrate with gst-nvvideotemplate plugin Gst-nvdsvideotemplate — DeepStream 6.0 Release documentation

Thank you, Fiona. Is there a way for us to access the ClearSightNet model?

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