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chore: bump bundled model to 0.5.0 (pyro-dataset v4.7.0) - #100
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Pins the bundled model to 0.5.0, the pyro-dataset v4.7.0 retrain (#98), published to HuggingFace as pyronear/temporal-model@v0.5.0 (model.zip + model_onnx.zip).
On pyro-dataset
sequential_test(1070 seq) at the model's own threshold vs 0.4.0: false alerts 39 -> 18, missed smoke 7 -> 10, ROC AUC 0.980 -> 0.986. At the pyro-api rule (prob > 0.45) both models perform the same.The bundled detector is still yolo11s v8.2.0. The v8.3.0 detector (#99) goes in on the next repackage.
Next step after merge: tag the merge commit to build and publish the Docker image bundling this model.