How do I convert Yolov8s.onnx to Yolov8s.hef?

[darrenearl]

How do I compile the onnx of YOLOv8 to the hef file?
Do I need to modify the Python code?

[nina-vilela]

Hi @darrenearl,

You only need to perform the conversion process if you have re-trained the model. Otherwise, you can download pre-trained models from our ModelZoo.

If you do need to go through the compilation process, I would recommend checking our Dataflor Compiler documentation available in the devzone section of our website. For any questions on the way, please check our forum.

[AlexBlack2202]

Hi @darrenearl,

You only need to perform the conversion process if you have re-trained the model. Otherwise, you can download pre-trained models from our ModelZoo.

If you do need to go through the compilation process, I would recommend checking our Dataflor Compiler documentation available in the devzone section of our website. For any questions on the way, please check our forum.

hello , do you have any guide for convert yolov8 classification to hailo8 , i do not see any document or example for that.

thank you

[darrenearl]

ee any document or ex

I can't find the Guide too.How do I use my own Yolov8?Can you give me a guide?

[AlexBlack2202]

ee any document or ex

I can't find the Guide too.How do I use my own Yolov8?Can you give me a guide?

what is your model type? classification or object detection or obb or segmentation?

[darrenearl]

object detection

object detection.

[nina-vilela]

You can find the documentation for all of Hailo's tools here:
https://hailo.ai/developer-zone/documentation/

In the Hailo community, you will also find shared guides, this is an example for rpi5 but the compilation flow is the same for any host:
https://wiki.seeedstudio.com/tutorial_of_ai_kit_with_raspberrypi5_about_yolov8n_object_detection/

[AlexBlack2202]

object detection

object detection.
you can read this

https://github.com/hailo-ai/hailo_model_zoo/blob/master/training/yolov8/README.rst

or this https://github.com/hailo-ai/hailo_model_zoo/blob/master/docs/GETTING_STARTED.rst

3 command

hailomz parse

hailomz optimize

hailomz compile

remember install hailo_model_zoo first