Jetson nano yolov3-tiny opencv

[musa88888888shi]

Is it possible to use YOLOv3-tiny and OpenCV on Jetson Nano to identify traffic light colors in real time?

[AastaLLL]

Hi,

In our testing, it can reach around 20 fps with YOLOv3-tiny with the 416x416 input size.
Please find more details below:

DeepStream GST-NVSTREAMMUX change width and height doesn't affect FPS

Hi, I’m trying to test YoloV3 with DeepStream 4.0.1. I also use “perf” element from “gst-perf” plugin: [url]https://github.com/RidgeRun/gst-perf[/url] What I got is 1.9 FPS with 1920x1080 video. I tried to change the width and height of Gst-Nvstreammux to width=480, height=320. The output is exactly that size, but the fps doesn’t change. Is changing Gst-Nvstreammux a way to improve fps? Is there any other way to improve fps?

Thanks.