Custom Object Detection model with MLFlow tracking

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diegosaenzmaqta
diegosaenzmaqta Dataiku DSS Core Designer, Dataiku DSS ML Practitioner, Dataiku DSS Adv Designer, Registered Posts: 1

I am trying to get the Yolov8 object detection model as a MLFlow python function to then automatically score and evaluate from the saved model. When I am setting mlflow_extension.set_run_inference_info and project.create_mlflow_pyfunc_model to "OTHER" prediction type, I cant use the mlflow_version.evaluate method on the selected saved model.

Any ideas how to set up the prediction type for this task?


Operating system used: Oracle Linux Server 8.8


Operating system used: Oracle Linux Server 8.8

Answers

  • HarizoR
    HarizoR Dataiker, Alpha Tester, Registered Posts: 138 Dataiker
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    Hi,

    Unfortunately Dataiku does not have the ability to evaluate object detection models in its mlflow integration. You can use it for scoring, but not for evaluation reports.

    Best,

    Harizo

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