Damage assessment of old pictures

Hi everyone! I have scans of old pictures and I have to assess their damage.

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The problem is that the images are not labeled/annotated. Also, the images are very different from each other.

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Possible damages are: black vertical bands, scratches, stains, punctures, and so on.

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I thought about different options, as image segmentation, anomaly detection, image classification.

The most appealing technique would be that of image segmentation, since it allows to easily compute the area of the …

deeplearning