How to use BaseValidator on Custom Dataset for OpenVINO Model

[Zakihran13]

Hai,
i just wondering if you guys can help me, recently i use OpenVINO to play with YOLOv8n on custom object detection dataset. i want to validate the model in form of IR format with function that proposed in yolov8 tutorial from OpenVINO.

but, turns out my model cannot use the validatorclass module cause of custom dataset. here i try to modify the function using BaseValidator from yolo.engine module. it can pretty well running but returning empty value. can anyone help me whats going on in my code?

and when i try to retest again, it returning this error even tho i already updated the library...

thank you for helping me out...

[glenn-jocher]

Just validate normally:

yolo val model=path/to/ov/model data=path/to/data.yaml

[Zakihran13]

but i want to validate in the openvino format, is it still working?

[Zakihran13]

i guess it works. thank you so much for helping me 😁😁

[glenn-jocher]

@Zakihran13 you're welcome! I'm glad to hear that it worked out for you. If you have any more questions or need further assistance, feel free to reach out. Happy detecting! 😊🚀