Edge Impulse and STM32h747i-disco

[syrine]

Hi community,

I'm working on deploying an object detection project using Edge Impulse on STM32H747i-DISCO with CAMS OMV. I successfully deployed the TFLite model, but I would like to add camera and board configuration to detect objects in real time. How can I integrate this into the project?

Thanks in advance for your help!

[Julian E.]

Hello @syrine,

 

In ST we develop the tools that Edge Impulse used but we don't have information about their packages/tutorials.

You should ask help directly on their community forum: Edge Impulse - Embedded Machine Learning developer community

 

Otherwise, we have the ST Model Zoo that probably achieve the same purpose (object detection). The default application already contains the use of the camera for real time detection.

You can either look at how the code of the application was made to integrate it in your code or directly use the model zoo to create the whole application.

Object detection model zoo: stm32ai-modelzoo/object_detection at main · STMicroelectronics/stm32ai-modelzoo · GitHub

Application code:  stm32ai-modelzoo/stm32ai_application_code/object_detection at main · STMicroelectronics/stm32ai-modelzoo · GitHub

 

Have a good day,

Julian