Speed slow compared to Yolov5

[ramonhollands]

Hi sir,

Thank you once again for your wonderful contribution!

I'm experiencing slower inference compared to YOLOv5, contrary to what is suggested in the paper. Obviously, I must be overlooking some reparameterization or other essential export steps.

Both exported as tflite models:
Edgeyolo Small: Mean inference time of 1059.58ms
YOLOv5 Small: Mean inference time of 372.30ms

Please see the attached benchmark (last two cells): https://colab.research.google.com/drive/1ZrniYC57kWCd5CB39uMIFPL1eGjt-3aS?usp=sharing#scrollTo=szTi0fvV01kq

Do you have any insights into what I might be missing?

Best regards,
Ramon