When converting the YOLOv8 ONNX model to the DeepStream engine, there is a loss of accuracy, especially for larger objects. However, when converting the model outside of DeepStream, from ONNX to Engine, accuracy is not affected. The same problem happens for yolov4 trained on tao Warning logs when a…

Thank you very much. I changed the parameter value of StateEstimator from 1 to 0 and now it is working correctly.

Loss of precision to onnx converter for engine by deepstream 6.3

yuweiw July 15, 2024, 2:56am 7

Could you please post the parameters you used in the above 2 scenarios?
You can also refer to our FAQ to tune some parameters.

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