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Real-time object detection with YOLOv5 and TensorRT

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when convert yolov5s.onnx to engine, encountered workspace memory failed, how to solve it. but it worked using python script to convert the same model. ![image](https://github.com/noahmr/yolov5-tensorrt/assets/29134651/d5217451-6c7d-4379-95e8-32b2523794d1)

Hi I have below env GPU: Xavier NX OS: Ubuntu18.04 Cuda version: 10.2.300 TensorRT version: 8.0.1.6 I have downloaded and converted the `yolov5s.pt` into `yolov5s.wts` and `yolov5s.engine` file using https://github.com/wang-xinyu/tensorrtx...

I have successfully created yolov5s.engine using build_engine.cpp . But I get a segmentation fault error in _decodeOutput function while inference. In this function _outputHostMemory.size() seems 0, I think because of...

Hi, thanks for the good work I want to ask, when i adapt your code to run in ROS, why its always segmentation fault when detect step? Also when i...

Hi, I've installed tensor-rt via pip and have cuda and cudnn libs installed on my ubuntu 22.04 machine. How can I fix this error? Thank you for your help!

I try to run the project in python multithreading. The total processing time is similar to running in serial. I tried to modify pybind.cpp with pybind11::call_guard () but no effect....

Thank you for sharing this project. It's really helpful to me. I tested examples without any issue with engine fp32. However, I'm getting issue with engine fp16. I can run...

|yolov5|error|[Detector] loadEngine() failure: unexpected output dimensions: (1,3,80,80,85)

when i was make it, reported error: ‘cv::dnn’ has not been declared

Hi @noahmr can you please tell me how to get bounding box value and other attribute of the detections?