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Handling of upscaled images
What is the stance on upscaled images?

Example: https://yande.re/post/show/934415 – the image is obviously ugly upscaled and edited. I've found what looks to be its source: https://www.ura-akiba.jp/cosplay/D4030927/018.jpg but that image is too low resolution for uploading here.

How should such case be handled?
1) Replace upscale with original.
2) Replace ugly upscale with decent upscale (my upscale looks much better).
3) Remove image due to poor quality with no replacement.