I am experiencing performance issue with yolov8l custom trained model using DeepStream 6.3. I am using this documentation Deploy YOLOv8 with TensorRT and DeepStream SDK | Seeed Studio Wiki for generating cfg, wts and label.txt files and performing inference on a sample video , video.mp4. I am gettin…

Instead of yolov8l, why don’t you try using a smaller model like yolov8m or yolov8s? Also you could convert the model to fp16 precision to gain more performance without affecting accuracy.

You can also check the loading with the command tegrastats. If the loading is too high, you can consider the method @user87838 attached and set the interval parameter to the nvinfer.

Thank you for the suggestions , I was able to get 20 fps on recorded video using yolov8m and converting to fp16

The above File deepstream_app_config.txt only runs the video file [source0] enable=1 type=3 uri=file:///home/kodifly/DeepStream-Yolo/custom_model_9_classes/DeepStream-Yolo/video.mp4 num-sources=1 gpu-id=0 cudadec-memtype=0 and not able to access camera feed even though I tried with this […

There is no update from you for a period, assuming this is not an issue anymore. Hence we are closing this topic. If need further support, please open a new one. Thanks

PERF issues with DeepStream 6.3, YOLOv8l in Jetson Orin Nano

Accelerated Computing Intelligent Video Analytics DeepStream SDK

yuweiw August 19, 2024, 9:05am 7

You can refer to our FAQ to set up your camera source.

Topic		Replies	Views
Jetson Nano DeepStream SDK deepstream	5	707	September 26, 2023
PERF issues with DeepStream6.2 + YOLOv8 in Jetson Xavier DeepStream SDK jetson-inference , performance , yolo , fps , deepstream	7	1302	September 26, 2023
custom yolov3-tiny on jetson nano with deepstream DeepStream SDK	2	617	October 24, 2019
DeepStream Jetson nano Yolo v3 tiny DeepStream SDK	2	998	November 7, 2019
Using deepstream with yolo models - performance on jetson nano? DeepStream SDK	2	1062	April 16, 2020
Deepstream 6.0 Python Yolo bad performance DeepStream SDK	7	1852	December 8, 2021
Yolov8 using deepstream jetson nano DeepStream SDK jetson , deepstream	12	561	October 17, 2024
Tested yolov8 on Jetson nano DeepStream SDK	1	1034	August 24, 2023
How to use YOLOv8 in AI NVR in Jetson Orin Nano and use the yolov8 model trained by yourself Metropolis Microservices for Jetson containers , jetson , deepstream	7	414	September 9, 2025
YoloV3 Deepstream SDK 4.0 performance on Jetson Nano DeepStream SDK	13	4827	October 17, 2019

PERF issues with DeepStream 6.3, YOLOv8l in Jetson Orin Nano

Related topics