docs: remake all named TP/FP/FN frames against the opencv5 pipeline

Auto-match each named July frame by film+actor+class and re-extract it from
the current learned-boundary flood replay, drawing GT-aware boxes: green TP,
red FP, orange unknown, plus the blue off-screen/missed (X-Ray cast, no face)
FN panel. Adds rematch_frames.py, the tool that does the matching.

Zooey Deschanel is dropped: the current pipeline no longer makes that
false identification, so the frame is removed and the July deep-dive notes
the fix rather than showing a stale error.
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2026-08-10 08:32:30 +02:00
parent 0feafec7c9
commit ef99951360
18 changed files with 120 additions and 4 deletions
+4 -4
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@@ -176,10 +176,10 @@ ground-truth gap, not a model error.
Archie Yates, t=2521s, 78% confidence. A real detected face, a genuine
lookalike confusion.
![Zooey Deschanel, third out-of-cast name in Many Saints](assets/images/many_saints_fpi_deschanel.jpg)
Zooey Deschanel, t=2819s, 99% confidence. A real detected face at a dinner
table, high-confidence lookalike confusion.
Zooey Deschanel, t=2819s, 99% confidence — a high-confidence lookalike
confusion in the July pipeline. **The current opencv5 pipeline no longer makes
this identification**; the tighter tracker/registry and re-tuned matching removed
it, so there is no annotated frame for it here.
![Talia Balsam, fourth out-of-cast name in Many Saints](assets/images/many_saints_fpi_balsam.jpg)