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tdgros t1_iwg6php wrote

Yes. When collecting a "natural" dataset, the variety of camera settings just reflects how images are taken in the wild: sometimes in day time, sometimes in night time. In some cases, you would even want a variety of cameras as well as they handle different conditions differently. If your task is camera-agnostic, then you want to marginalize the camera settings.

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ToTa_12 OP t1_iwg93fj wrote

True, thanks for the answers. It's an interesting note to think about how different cameras determine the auto settings.

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