Regarding the object detection model of yolov8, the problem that occurs when deploying in C++ with openvino

[a867e]

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• [X] I have searched the Ultralytics YOLO issues and discussions and found no similar questions.

Question

When my code reaches the inference stage, it automatically exits. inferencerequest.infer(); I've tried multiple versions of openvino, and all of them have the same problem, and the terminal doesn't show a specific error. The model I passed in was able to read the types and shapes of the inputs and outputs normally.

Additional

No response

[Y-T-G]

You can put it in a try...catch block

[a867e]

You can put it in a try...catch block I've tried before, but the terminal still doesn't return a specific error message

[Y-T-G]

You can run it in Visual Studio with breakpoint on exceptions enabled.

[a867e]

You can run it in Visual Studio with breakpoint on exceptions enabled.

[glenn-jocher]

@a867e thank you for trying that. Please ensure you are using the latest version of the Ultralytics package and OpenVINO. If the issue persists, consider running your code in Visual Studio with breakpoints on exceptions enabled to capture more detailed error information.

[a867e]

I downloaded the latest code, and I tried the latest version of openvino and the previous version, and the problem was the same as before

[glenn-jocher]

@a867e thank you for updating us. Please ensure that your environment variables and dependencies are correctly set up for OpenVINO. If the issue persists, consider running your code with detailed logging enabled to capture more specific error information.

[Y-T-G]

You can try moving inference_request_ from private to public

https://github.com/ultralytics/ultralytics/blob/a222b94897fe15b121615fe4b626e46c98c66588/examples/YOLOv8-OpenVINO-CPP-Inference/inference.h#L38

[a867e]

You can try moving inference_request_ from private to public

https://github.com/ultralytics/ultralytics/blob/a222b94897fe15b121615fe4b626e46c98c66588/examples/YOLOv8-OpenVINO-CPP-Inference/inference.h#L38 Unfortunately, the program still exits automatically when it reaches the inference section

[Y-T-G]

Maybe move everything to public.

[a867e]

Maybe move everything to public.

It's still not okay to move all to public

[glenn-jocher]

@a867e thank you for the update. Please ensure that all dependencies and environment variables are correctly configured for OpenVINO. If the issue persists, consider enabling detailed logging to capture more specific error information.