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Associate II
July 19, 2024
Solved

Yolo model on STM32H747I-DISCO

  • July 19, 2024
  • 2 replies
  • 1817 views

My use case is about computer vision (yolo model preferably) and how to monitor its inference in order to have an idea of its carbon footprint when running on the chip. I heard that stm32-zoo has a yolo model available, so it is possible to use it on the chip (correct me if I am wrong :D).


Would you have any useful tips for such a case regarding the monitoring part? Is there a dedicated software available from ST?

Thanks in advance ST Community!

Best answer by fauvarque.daniel

You have some sample application in the model zoo and you can also perform a validation on target using X-CUBE-AI in STM32CubeMX

The validation on target gives you directly the inference time and the required RAM and Flash

Regards

2 replies

fauvarque.daniel
fauvarque.danielBest answer
ST Employee
July 23, 2024

You have some sample application in the model zoo and you can also perform a validation on target using X-CUBE-AI in STM32CubeMX

The validation on target gives you directly the inference time and the required RAM and Flash

Regards

TECOAuthor
Associate II
July 24, 2024

Thank you for your answer Daniel!