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Fix _predict_augment and add warning (#16056)

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Signed-off-by: UltralyticsAssistant <web@ultralytics.com>
Co-authored-by: Glenn Jocher <glenn.jocher@ultralytics.com>
Co-authored-by: UltralyticsAssistant <web@ultralytics.com>
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Laughing 2024-09-06 22:03:15 +08:00 • committed by GitHub
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1 changed files with 2 additions and 5 deletions
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7
ultralytics/nn/tasks.py
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@ -341,11 +341,8 @@ class DetectionModel(BaseModel):
def _predict_augment(self, x): def _predict_augment(self, x):
"""Perform augmentations on input image x and return augmented inference and train outputs.""" """Perform augmentations on input image x and return augmented inference and train outputs."""
if getattr(self, "end2end", False): if getattr(self, "end2end", False) or self.__class__.__name__ != "DetectionModel":
LOGGER.warning( LOGGER.warning("WARNING ⚠️ Model does not support 'augment=True', reverting to single-scale prediction.")
"WARNING ⚠️ End2End model does not support 'augment=True' prediction. "
"Reverting to single-scale prediction."
)
return self._predict_once(x) return self._predict_once(x)
img_size = x.shape[-2:] # height, width img_size = x.shape[-2:] # height, width
s = [1, 0.83, 0.67] # scales s = [1, 0.83, 0.67] # scales