Different accuracy onCpu and Movidious

[summer-1010]

i train yolov5 on my computer and conver the torch model to onnx model and then to IR model to fit openvino enviornment.But i get different accuracy when i change the device from CPU to Movidious,and the conf is much more lower than before

[Alberto_Sykes]

summer-1010, Thank you for posting in the Intel® Communities Support.

In reference to this scenario, for us to be able to provide the most accurate assistance on this matter, I moved your thread to the proper department, they will further assist you with this topic as soon as possible.

Regards,

Albert R.

Intel Customer Support Technician

[summer-1010]

thank u so much!!!!

[IntelSupport]

Hi Summer-1010,

Greetings to you.

The accuracy setting depends on the model used. Unfortunately, the YOLOV5 is not officially supported nor validated with OpenVINO. You can refer Configure Accuracy Settings  for the information.

However, could you share your models and all the related files for us to test on our side? Also, please share your computer environment and your version of OpenVINO.

Regards,

Aznie

[summer-1010]

thanks a lot, i would like to share the my model with u,should i email u or ?

[IntelSupport]

Hi Summer-1010,

If possible, you can attach the zip file, dropbox, or google drive link here in the community.

Regards,

Aznie

[summer-1010]

Hi Aznie,

this is the file , but i'm so sry that my code is a little bit messy.You can run the file called run.py to test the code.Thanks a lot!

[summer-1010]

plus , my openvino version is the latest one 2021.2.185 and my system is ubuntu 20.04

[IntelSupport]

Hi Summer-1010,

Thanks for the file. We will try to investigate this and get back to you with further information.

Regards,

Aznie

[IntelSupport · Accepted solution]

Hi Summer-1010,

I apologized for the delay in replying to you. I have reviewed and tested your code and it seems like I encountered some ModuleNotFound error. As I mentioned before, the

YOLOv5 is currently not an officially supported topology by the OpenVINO toolkit nor has it been validated by us. It will be supported in future versions of the OpenVINO Toolkit.

Regards,

Aznie

[summer-1010]

Hi Aznie:

thanks for  responding,hope openvino will support yolov5 as soon as possbile.

Best wishes!

[IntelSupport]

Hi Summer-1010,

This thread will no longer be monitored since this issue has been resolved. If you need any additional information from Intel, please submit a new question. 

Regards,

Aznie