feat(carwash): review outbox, booth side — plate-blurred vehicle crop + the operator's choice, queued for a trusted remote reviewer
The operator's category choice is a hypothesis, not truth (user, 2026-09-06): each wash order with a vehicle read queues a package for a trusted reviewer over the private overlay (Netbird); the verdict becomes the phase-B training label and the per-operator error rate. wiki/concepts/vision-review-outbox.md. - Boxes: the vision service returns the vehicle bbox; snapshot.ts stores the vehicle and plate boxes on the read as FRACTIONS of the analysed frame (the stored snapshot is a downscaled copy); vehicleForIdentity() returns them. - carwash_review_outbox (migration 0031) + review-outbox.ts: crop = detector box + 8 % margin, ≤ 640 px, plate blurred in place from the plate box; payload carries a pseudonymous booth id and a keyed operator hash — no site name, no plate, no OSD, no bystanders; multipart POST with a per-booth bearer; 2xx → sent (image dropped); 400/404/413/415/422 → abandoned; anything else → backoff 1 min·2^n capped 6 h; voided orders and items older than 14 days abandoned unsent. Nothing queued while unconfigured. - Enqueue is fire-and-forget off the intake path in createOrder; the loop runs every CARWASH_REVIEW_INTERVAL_SEC (60) and stops on close. - GET /api/carwash/review/status (site:read) + a "Remote review" line in Setup → Car wash. - Env CARWASH_REVIEW_URL / _TOKEN / _BOOTH_ID (all three or off) documented in .env.example and forwarded by compose. - Tests: review-outbox.test.ts (crop + blur on a synthetic frame, config/pseudonyms, queue/drain/backoff/abandon, through the app). Wiki: new concept page, index, venue-modules As built, log. The collector is not built. Claude-Session: https://claude.ai/code/session_01FWncR69HgGPuei1dLrW3cU
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@@ -3100,3 +3100,13 @@ off), input size, detector floor; Dockerfile bakes yolox_s.onnx (best-effort cur
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path; compose forwards it (empty = off). Measured on four real dev entry frames: car at 0.83–0.88,
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~240–330 ms, empty lane → none. Tests: tests/test_vehicle.py (pure post-processing + composition +
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missing-model health). Updated [[opencv-anpr-service]], [[venue-modules]].
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## [2026-09-06] ingest | Car Wash review outbox — booth side
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User: the operator cannot be fully trusted, so their category choice + the snapshot go to a
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trusted remote reviewer over Netbird, with the plate blurred and no site identity. Built the booth
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side: vision reads keep the vehicle and plate boxes as frame fractions (service bbox → client →
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device_events); `carwash_review_outbox` (0031); `review-outbox.ts` (crop with margin ≤ 640 px,
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plate blurred in place, pseudonymous booth id + keyed operator hash, multipart POST with a
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per-booth bearer, backoff, permanent rejections, void/expiry abandon, image dropped once sent);
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enqueue off the intake path in `createOrder`; `/api/carwash/review/status` + a Setup line; env +
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compose. New concept page [[vision-review-outbox]]; [[venue-modules]] As built; index.
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