how to change my project model from yolov8 to yolo NAS

[StefanoGarzoni]

I read from you about the new yolo NAS model that seems to be more performing in real time than yolo v8 and I would like to try it perhaps on the code you provided regarding this project: https://www.youtube.com/watch?v=Mi9iHFd0_Bo&t= 4s
I tried to see how it was done but it wouldn't seem so simple (in the sense that I'm still at the beginning of my experience in this world)... as usual, I ask for a hand to implement that code using yolo NAS, thank you very much to anyone who helps me !

[SkalskiP]

Sure :) Any specific problem that you faced?

[SkalskiP]

And what is the code that you run that caused that error?

[StefanoGarzoni]

I ran the code of the video mentioned above, with modified only the acquisition of the model [new piece of code : model=YOLO(“yolo_nas_m.pt”) ] [old : model=YOLO(“yolov8m.pt”)]

[SkalskiP]

Well, it is because YOLO-NAS has a completely different API. :) Make sure to take a look at our YOLO-NAS tutorial: https://colab.research.google.com/github/roboflow-ai/notebooks/blob/main/notebooks/train-yolo-nas-on-custom-dataset.ipynb

[StefanoGarzoni]

ok thanks, i will try!

[SkalskiP]

Awesome! Let me know how it went! 💪🏻