Low FPS on tensorRT YoloV3 Jetson Nano

I converted my custom yolov3 model to onnx then onnx to tesnsorrt model on Jetson nano, it is taking 0.2 sec to predict on images i tried it on video and it is giving only 3 fps is there any way to increase this.


1. Please maximize the device performance with the following command first:

$ sudo nvpmodel -m 0
$ sudo jetson_clocks

2. You can run the YOLOv3 model on FP16 mode for a better performance.

$ /usr/src/tensorrt/bin/trtexec --onnx=/usr/src/tensorrt/data/mnist/mnist.onnx --fp16