Let the user choose which SCRFD finds their faces
faces.md §12.3 measured what the cheapest detector costs: the small faces in every group shot, and a dog embedded a dozen times. Which trade is right depends on the machine doing the sweep — a desktop left overnight and a tablet on a battery want different answers — so the detector is now a per-device setting, Fast / Balanced / Thorough on the settings page beside the indexing button, persisted with the rest of the settings file. A detector is half of a model id. Every face, marker, shard and calibration is keyed on faces.model_id precisely so that a model change is a new id and a re-index rather than a silent change under existing data, and a detector change is a model change: it decides which faces exist and where the landmarks that align them land. So each choice names its own pipeline. 500M keeps the bare "w600k_mbf" every existing library was written under, so an upgrade disturbs nothing; the others are qualified. Choosing one restarts coverage from zero under the new id, the sweep re-detects, confirmed names carry across by box overlap, and the sync shards are keyed by the same id so a peer on another setting neither adopts nor pollutes them. The library controller carries the id into the sync the same way it carries the cache budget, because the sync starts from places that have no settings in reach. All three shape-fixed exports ship — APK, Arch, Flatpak — since a tablet has no other way to obtain the one it was not installed with; the APK grows by twenty megabytes for the choice.
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@@ -1099,9 +1099,15 @@ is not a desktop-only feature (NFR-RES-2). It loads in tract with the same fix a
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(`--input input.1=1,3,640,640`; its outputs are declared dynamic and tract infers them) and
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decodes through the same nine-output path unchanged. Same licence, same `buffalo_m` release page.
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What a swap has to deal with: `face_index` is keyed on the *embedder's* `model_id`, so a new
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detector re-queues nothing. The images already indexed under `500M` keep their faces and their
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dogs until something re-detects them — that is a re-index policy question, not a detector one.
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**Which detector runs is a setting** — `FaceSettings::detector`, per device, on the settings page
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beside the indexing button as Fast / Balanced / Thorough. All three files ship. Each detector is
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its own `faces.model_id` (`w600k_mbf` for `500M`, unchanged, so nothing already indexed is
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disturbed; `scrfd_2.5g+w600k_mbf` and `scrfd_10g+w600k_mbf` for the others), which is the
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mechanism §2.1 always intended for a model change: the coverage figure restarts at zero under the
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new id, the sweep re-detects, `record_detections` carries confirmed names across by box overlap and
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drops the previous pipeline's marker for each image it revisits, and the sync shards are keyed by
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the same id so a peer on another setting neither adopts nor pollutes them. The default stays `500M`
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so that an upgrade changes nothing until the user chooses; the recommendation is `2.5G`.
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---
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