guides/deepstream-nvidia-jetson/ #14233
Replies: 9 comments 46 replies
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I have just done everything as I've seen, apparently i can't seem to run inference: Quitting |
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is the ultralytics package necessary for following this guide? would just the .pt file be sufficient for exporting with deepstream-yolo |
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Hello everyone, I'm trying to run the deepstream-app with an FP16 YOLOv8 model. I first followed this guide https://github.com/marcoslucianops/DeepStream-Yolo/blob/master/docs/YOLOv8.md but couldn't find an "fp16 option". Then, I tried to export a custom model with model.export(half=True,...), but the deepstream-app runs without displaying rectangles (I did set network-mode=2 in the config file). Has anyone successfully used an FP16 YOLO model with DeepStream? |
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Hello everyone, I have just done everything as I've seen, and everything works fine. My problem is how to run RTSP streaming. I created one using VLC on my local Windows and modified these 2 arguments. type=4 but it's giving me a black screen and showing this error. |
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Hi, I also have a separate venv with yolov8 to train on a custom dataset. My question is: can I just update this to yolo11 and next move my trained .pt file to the deepstream installation. Will this work? |
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Hi, I'm using the Jetson Orin Nano 8GB Developer Kit, and I followed the steps from the video and documentation to convert the YOLOv11 model to TensorRT. After building the model successfully, I encountered a segmentation fault (core dumped) error when trying to run the model. |
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Will this guide work for every yolo model including YOLOv10 or it is exclusive for YOLOV11 alone. |
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do u have an implement of the bytetrack with deepstream? |
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guides/deepstream-nvidia-jetson/
Learn how to deploy Ultralytics YOLOv8 on NVIDIA Jetson devices using TensorRT and DeepStream SDK. Explore performance benchmarks and maximize AI capabilities.
https://docs.ultralytics.com/guides/deepstream-nvidia-jetson/
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