I have a Jetson Orin NX running Deepstream 7.0.0. I have a yolo model trained on Visdrone dataset. I converted to to ONNX using YOLO CLI command, and Deepstream coverts to to Engine file successfully but I can’t see any detections over the feed. The engine files created using YOLO CLI, TRTEXEC and …

please understand the meaning of output layers first, then check if parse-bbox-func-name=NvDsInferParseYolo is appliable for your model. please refer to the faq 15.[DSx_All_App] Debug Tips for DeepStream Accuracy Issue for the accuracy issue. please refer to NV yolov8 sample .

Please provide complete information as applicable to your setup. • Hardware Platform (Jetson / GPU) • DeepStream Version • JetPack Version (valid for Jetson only) • TensorRT Version • NVIDIA GPU Driver Version (valid for GPU only) • Issue Type( questions, new requirements, bugs) • How to repr…

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.

No detection for trained Yolo model on Deepstream 7.0.0

Accelerated Computing Intelligent Video Analytics DeepStream SDK

fanzh July 14, 2025, 2:25pm 5

please understand the meaning of output layers first, then check if parse-bbox-func-name=NvDsInferParseYolo is appliable for your model.
please refer to the faq 15.[DSx_All_App] Debug Tips for DeepStream Accuracy Issue for the accuracy issue.
please refer to NV yolov8 sample.

Topic		Replies	Views
No Detections with YOLOv8 Model DeepStream SDK jetson , deepstream	6	190	November 12, 2025
Engine not working in detectnet but in deepstream-app Jetson Orin Nano tensorrt , jetson-inference	3	307	January 30, 2024
Yolo V8 run on deepstream 7 with python binding DeepStream SDK	5	1109	July 22, 2024
Error Running YoloV7 in DeepStream DeepStream SDK deepstream61	5	1021	August 22, 2022
Jetson Orin Nano 8GB, The transformed model has an inference result of [], How to investigate and solve DeepStream SDK jetson , deepstream	2	100	February 27, 2025
No dection on video with yolo models on deepstream sdk DeepStream SDK yolo , jetson , deepstream	4	200	April 15, 2025
Not getting detections on screen from Deepstream example DeepStream SDK computer-vision-cv , deepstream	2	167	June 12, 2025
Tutorial: How to run YOLOv7 on Deepstream DeepStream SDK demos-and-tutorials	19	7394	March 26, 2024
No detection on Jetson Orin Nano DeepStream SDK jetson , deepstream	2	176	July 21, 2025
Deetstream Pipeline - Yolo Face Detection Model - Yolov8n DeepStream SDK cuda , ubuntu , gstreamer , deepstream	6	799	January 8, 2025

No detection for trained Yolo model on Deepstream 7.0.0

Related topics