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Handling Noise in Image Data

MediumMachine Learning00:00
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Your question is Handling Noise in Image Data. Take a moment with it on the right.

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Problem

Scenario

You are training an image model and notice that the data contains noise, such as blur, compression artifacts, sensor noise, and occasional mislabeled examples. You want the model to generalize well instead of learning spurious patterns from corrupted inputs.

Question

How would you handle noise in image data?