add distinction between image and pixel threshold in postprocessor #50
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samet-akcay
reviewed
Dec 24, 2021
| @@ -292,15 +292,13 @@ def post_process(self, predictions: np.ndarray, meta_data: Optional[Dict] = None | |||
| anomaly_map = np.log(anomaly_map) | |||
| anomaly_map = (anomaly_map - meta_data["pixel_mean"]) / meta_data["pixel_std"] | |||
| anomaly_map -= (meta_data["image_mean"] - meta_data["pixel_mean"]) / meta_data["pixel_std"] | |||
| if "threshold" in meta_data.keys(): | |||
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any reason why you decided to remove the if statement?
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If the threshold key is missing from the meta data, I'd rather have the code fail with an error than return the anomaly map without finishing the conversion to normalized scores (I learned the hard way).
samet-akcay
approved these changes
Dec 24, 2021
ashwinvaidya17
approved these changes
Dec 27, 2021
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Quick PR to accommodate the latest changes to the OTE normalization branch.