yolo v3 runs slowly in jetson nano

Accelerated Computing Intelligent Video Analytics DeepStream SDK
1

Hi,
Unlike other models in deepstream 4.0 sample, yolov3 is very slow in jetson nano. How can I increase yolov3 speed in deepstream 4.0 . Already tried these steps [url]https://devtalk.nvidia.com/default/topic/1058597/deepstream-sdk/-nano-deepstream-test3-app-not-working-as-expected-for-multiple-video-source/post/5368352/#5368352[/url]

2

Hi,

Maybe you can give YOLO3_tiny a try.
YOLO tiny is a more light weight model which is more suitable for Nano that with limited resource.

Thanks.

3

I have custom model built in yolov3. How can I make yolov3 faster? :(

4

Hi,

There are some discussion in the topic 1058668.
Would you mind to check it first?
[url][TX2] yolo-v2-tiny handles video slowly ? - DeepStream SDK - NVIDIA Developer Forums

Thanks.