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https://github.com/wiltodelta/remove-ai-watermarks.git
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Align watermark content with detector coverage
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@@ -1,8 +1,8 @@
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"""Build an UNBIASED random sample for measuring visible-mark RECALL.
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Every earlier labelling round sampled where detectors FIRED, so images that every
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Every earlier labeling round sampled where detectors FIRED, so images that every
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detector missed were absent by construction and recall was unmeasurable. This round
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samples at random within a provenance class and shows the labeller the corners where
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samples at random within a provenance class and shows the labeler the corners where
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a mark can physically be, so a MISSED mark is visible as such.
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Design decisions that matter:
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@@ -13,11 +13,11 @@ Design decisions that matter:
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recall over all uploads would mostly measure how often each vendor appears.
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* NATIVE RESOLUTION crops, never a downscaled whole image: a 220px preview destroys a
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faint mark (measured in an earlier round), which would inflate the miss count with
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the labeller's own blindness rather than the detector's.
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the labeler's own blindness rather than the detector's.
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* BOTH corners per image (top-left pill, bottom-right wordmark/strip/sparkle), so one
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pass adjudicates every registered mark instead of one mark per crop.
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* The detector's verdict is NOT shown and is not in the sheet order -- the manifest
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holds it and must not be opened until labelling ends.
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holds it and must not be opened until labeling ends.
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"""
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from __future__ import annotations
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