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I am looking this paper deep_image_prior :

There is a sentence :

Our approach does not require a model for the image degradation process that it needs to revert. This allows it to be applied in a “plug-and-play” fashion to image restoration tasks, ...

It is easy to understand without that it needs :

Our approach does not require a model for the image degradation process (that it needs) to revert

Easy to understand the main meaning is does not require a model to revert .

But by adding that it needs, I don't understand what is it indicate and what it needs. that it needs to revert can also be a clause.

1 Answer 1

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I think the meaning is:

Our approach does not require a model for the image degradation process that needs to be reverted.

"There is an image degradation process. The process needs to be reverted. In our approach, we don't need a model for the process."

The only possible noun that it can refer to is approach. So "the approach needs to revert the process". Not the clearest phrasing.

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