Rpi with picamera doing object detect

General
1

I want to use picamera to object dtect ,does it have any example.
btw , where can i tranfer my yolo model (.pt or .onnx) into .hef

thanks,
Li

2

Hey @iamgroot508,

Welcome to the Hailo Community!

To use your YOLO model with the Hailo system, you first need to compile it to the Hailo Executable Format (HEF) using the Hailo DFC. For more information on this process, please check out the Hailo documentation:
https://hailo.ai/developer-zone/documentation/

For example code on integrating Hailo with the Raspberry Pi 5, you can refer to the Hailo RPi5 examples repository:

Additionally, if you need information on using the Raspberry Pi camera module, you can check the PiCamera documentation:
https://picamera.readthedocs.io/en/release-1.13/index.html

Let me know if you have any other questions!

Best regards,

4

Thanks for your reply @omria
I want to know if i use Hailo Parsing Examples from TensorFlow/Pytorch to HAR does the same

thanks,
Li

5

you’ll need to follow the DFC tutorial to set up your model. The link you provided earlier has some good information, including tutorials on optimization and compilation.

I’d also recommend checking out this post on the Hailo community forum, as it provides a quick overview of how to use the DFC and Hailo Model Zoo:

https://community.hailo.ai/t/creating-custom-hef-using-dfc-model-zoo/739/3

6

@omria Thanks, but i still can’t understand it ; )
does it works on Windows?

7

hey did you figured out? it would be very helpful for me if you can provide some guidance, i want to compile and run my own model (.pt file) on AI kit with rasberry pi 5