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.
The July report (4-model ArcFace/LVFace bake-off, pre-opencv5 framework,
3-film training + held-out validation) is superseded by the opencv5 build:
single-model LVFace-B, a 6-knob DE sweep over all 9 films, flood-fill
presence, and the registry/decode fixes. Rather than overwrite it, archive
it date-suffixed and start the current report fresh.
- Rename the six July result pages to *-2026-07.md, rewrite their
intra-archive cross-links, and add an "Archived (July 2026)" banner to each.
- mkdocs nav: current report at top, the July set under an Archive section.
- New docs/methodology.md for the opencv5 run: corrects the withdrawn
anneal_sec/extinction_sec presence bridging (windows are now
[first_seen, last_seen], AR-012/013), documents the two presence modes
(track_extent / flood), and records that every eval scores all 9 films.
The current experiment log (model-bakeoff.md) and Home rewrite land once
the DE sweep converges and the final optimum is known.
dtourolle