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YOLOv8-Detection

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Great question! We currently don't have a guide for this, but I'll outline what you can do here:

• If you want to finetune the model, you can check out the original source from https://github.com/ultralytics/ultralytics and follow their guides to train yourself or finetune.
• With the new checkpoint, you can instantiate the AI Hub Models class as:

  checkpoint = "/path/to/new/checkpoint.pt"
  from qai_hub_models.models.yolov8_det import Model 
  model = Model.from_pretrained(checkpoint)
  

Now you can use the functions (compile, profile, inference) on that instance.

As for the quantized model, we currently do not offer Yolo-v8-Detection as quantized. Please stay tuned since we hope to expand the models that offer quantization.