YoloV12 Support

maup

Hello,

I am attempting to utilize YOLO 12 with my Oak-1, but the Luxonis blob converter does not support this version. Is there a possibility that it may be included in future versions?

Best regards,

jakaskerl

maup
Team is already working on implementation.

Initial metrics:
| | Resolution | RVC2 (FPS) |
|----------|------------|----------|
| yolov12n | 288x512 | 25.55 |
| yolov12n | 640x640 | 8.71 |
| yolov12s | 288x512 | 13.16 |
| yolov12s | 640x640 | 4.16 |

Thanks
Jaka

ErenTa

jakaskerl how about RVC4?

jakaskerl

ErenTa
75 26 66 21 FPS respectively. Note these number might not be accurate as this wasn't optimized yet.

Thanks,
Jaka

PaiwandAlAhmady

This topic is now open for a longer time. Are there any new developments regarding this topic?

KlemenSkrlj

Hi @PaiwandAlAhmady ,
Unfortunately native support for YOLOv12 was deprioritized due to higher utilization compared to other versions while not achiving that much better results. You can still try to export and run it on your device - you might need to adjust the architecture or replace some operations to make it convertable though.
But we would like to hear why do you explicitly want to go with v12 instead of for example v11? Are there any specific reasons why other, supported models, don't meet your requirements?
Thanks,
Klemen