Have a look into Sam, groundingdino, groundedsam https://github.com/IDEA-Research/Grounded-Segment-Anything https://github.com/IDEA-Research/Grounded-Segment-A

Have a look into Sam, groundingdino, groundedsam https://github.com/IDEA-Research/Grounded-Segment-Anything https://github.com/IDEA-Research/Grounded-Segment-Anything You can use that to take images and generate annotated segmented images/masks that you can then train a YOLO model on. I've done this for prototypes before and it's a very quick way of getting started as you can hand off the really annoying annotation work to a machine.