Test yolov3 FPS on Jetson NX

Robotics & Edge Computing Jetson & Embedded Systems Jetson Xavier NX
1

I test yolov3.engine and yolov3-tiny.engine on deepstream ,both of them are 60FPS. Are yolov3-tiny.engine should be faster than yolov3.engine? Why is that?

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3

Hi,

The constraint comes from video source.
You can check the GPU utilization for both cases and should find Yolo_tiny has much less GPU utilization ratio.

$ sudo tegrastats

Thanks.

5

I encounter the same issue. so, How can we do to reduce the constraint of video and then improve the process FPS?