We work on the difficult transitions: from identifiable to useful, from scene to subject, and from degraded pixels to an honest interpretation.
How we intend to evaluate, before we publish anything.
Representative inputs.
Varied lighting, motion, compression and difficult boundaries, not only the clean examples that make a demo look good.
Explicit trade-offs.
Every transformation is measured against the downstream signals and review decisions the workflow depends on.
Visible uncertainty.
Methods and limitations are published next to results, and uncertainty is part of the output rather than a footnote.
Illustration is labelled.
Concepts, development tests and evaluated output are kept apart and captioned, everywhere on this site.
No papers published yet.
Methods, datasets and results will appear here as they are ready. If you want to collaborate on evaluation, tell us about your work.
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