Comment on The dangers behind image resizing (2021)parentComments−hprotagonist3yI'd argue that if your ML model is sensitive to the anti-aliasing filter used in image resizing, you've got bigger problems than that.I’ve seen it cause trouble in every model architecture i’ve tried.−version_five3yWhat kinds of model architectures? I'm curious to play with it myself−hprotagonist3ymost object detection models will show variability in bounding box confidences and coordinates.it’s not a huge instability, but you can absolutely see performance changes.
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I’ve seen it cause trouble in every model architecture i’ve tried.
What kinds of model architectures? I'm curious to play with it myself
most object detection models will show variability in bounding box confidences and coordinates.
it’s not a huge instability, but you can absolutely see performance changes.