topic large scale yolo inference in Machine Learning https://community.databricks.com/t5/machine-learning/large-scale-yolo-inference/m-p/81385#M3539 <P>I have 50 Million Images sitting on s3 I have a Yolov8 model trained with <A href="https://docs.ultralytics.com/integrations/mlflow/?h=mlfl#what-are-the-benefits-of-integrating-mlflow-with-ultralytics-yolo-for-experiment-tracking" target="_blank" rel="noopener">ultralytics</A>&nbsp;and want to run inference on those images. I suspect I should be running inference using ML flow, but I am confused on how. I don't need to track experiments/training, I just want to run inference using the model I already trained /fine tuned. The documentation on <A href="https://docs.databricks.com/en/machine-learning/model-inference/index.html" target="_self">batch inference</A>&nbsp;assumes a model already registered with ml-flow ,ultralytics docs on ml flow don't cover loading a finished model. Any guidance is greatly appreciated.</P> Wed, 31 Jul 2024 21:53:56 GMT TSchmidt 2024-07-31T21:53:56Z large scale yolo inference https://community.databricks.com/t5/machine-learning/large-scale-yolo-inference/m-p/81385#M3539 <P>I have 50 Million Images sitting on s3 I have a Yolov8 model trained with <A href="https://docs.ultralytics.com/integrations/mlflow/?h=mlfl#what-are-the-benefits-of-integrating-mlflow-with-ultralytics-yolo-for-experiment-tracking" target="_blank" rel="noopener">ultralytics</A>&nbsp;and want to run inference on those images. I suspect I should be running inference using ML flow, but I am confused on how. I don't need to track experiments/training, I just want to run inference using the model I already trained /fine tuned. The documentation on <A href="https://docs.databricks.com/en/machine-learning/model-inference/index.html" target="_self">batch inference</A>&nbsp;assumes a model already registered with ml-flow ,ultralytics docs on ml flow don't cover loading a finished model. Any guidance is greatly appreciated.</P> Wed, 31 Jul 2024 21:53:56 GMT https://community.databricks.com/t5/machine-learning/large-scale-yolo-inference/m-p/81385#M3539 TSchmidt 2024-07-31T21:53:56Z