Delay de OCR, como resolver? software python e cuda placa RTX 3060TI

[ricardo27]

Desenvolvemos um sistema de reconhecimento de placa de veículos utilizando python, Yolo e cuda, placa de vídeo RTX3060 TI, pc com 100gb de memória.
Estou utilizando 4 câmeras simultâneamente com dois fabricantes diferentes, as câmeras possuem 2mp e 8 mp de resolução, porém ao executar o programa estou tendo um delay de cerca de 10 segundos, como posso resolver isso?

[Robert_Crovella]

@ricardo27

We developed a license plate recognition system using python, Yolo and cuda, video card RTX3060 TI, pc with 100gb of memory.
I’m using 4 cameras simultaneously from two different manufacturers, the cameras have 2mp and 8mp resolution, but when running the program I’m having a delay of about 10 seconds, how can I solve this?

You could start by profiling your code to try and discover where the 10 seconds is getting used.

[ricardo27]

Hi Robert, I need help with this, could you help me how do I create this profile, I’ve tried everything to my knowledge?
Or if you have a link explaining how to do it I will be grateful

[Robert_Crovella]

I linked to the profiler that I would suggest already. From that link you can learn how to use nsight systems.

[ricardo27]

Thanks