Is it possible to train a YOLOv8n model directly on the OAK4 camera?

OmkarDevadas

I want to know whether the complete YOLOv8n training process can be performed on the OAK4/RVC4 itself, without using an external PC or GPU.

If direct training is not supported, what is the recommended workflow for training YOLOv8n and then deploying the trained model for inference on the OAK4?

Oskar-Luxonis

Hey OmkarDevadas - training directly on OAK4 is not supported. The recommended workflow is to train YOLOv8n on a PC, GPU server, or Google Colab, then convert the trained model for RVC4 using HubAI or ModelConverter.

You can then run inference on OAK4 with DepthAI v3 or deploy it as a standalone OAK App.

See the YOLOv8 training tutorial.

Thanks,
Oskar