EfficientnetB0 (sgie) got very bad result on deepstream

[Robert_Hoang]

Please provide complete information as applicable to your setup.

• Hardware Platform (Jetson / GPU) GPU
• DeepStream Version 5.1
• JetPack Version (valid for Jetson only) 4.5.1
• Issue Type( questions, new requirements, bugs) bugs
**• How to reproduce the issue ?
Hi, after using tao-converter to converted our efficientnetB0 to tensorrt, I got very good accuracy.
However, this model gives us very bad result if we deploy it using deepstream (pgie) - detail
Please give some help.

Thanks

[kesong]

Can you refer below?

DeepStream SDK FAQ

[DSx_All_App] Debug Tips for DeepStream Accuracy Issue Ensure the image pre-process before inference aligns with the training pre-process. 15.1 Confirm your model has got good accuracy in training and inference outside DeepStream 15.2 nvinfer When deploying a ONNX model to DeepStream with nvinfer plugin, confirm below nvinfer parameters are set correctly to align with the corresponding settings in Training 15.2.1 Input scale & offset 1). net-scale-factor = 2). offsets The usage of t…

[yingliu]

There is no update from you for a period, assuming this is not an issue anymore.
Hence we are closing this topic. If need further support, please open a new one.
Thanks