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MQTT is "running" (incremental updates), UI shows the "final" weighted average

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Kai Curry 2026-02-09 16:37:21 -01:00
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docs/docs/configuration/face_recognition.md
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@ -282,7 +282,7 @@ For more guidance, refer to the section above on improving recognition accuracy.
### I see scores above the threshold in the Recent Recognitions tab, but a sub label wasn't assigned?
Frigate considers recognition scores across all attempts for each person object. The `score` shown in MQTT updates and the UI is a running weighted average — not the score from a single attempt. The weighting favors larger faces (by pixel area, capped at 4000px) and higher-confidence detections. Attempts scored at or below `unknown_score` are excluded from the average.
Frigate considers recognition scores across all attempts for each person object. The score shown in the UI is the final weighted average across all attempts, while MQTT publishes a running weighted average that updates after each attempt. The weighting favors larger faces (by pixel area, capped at 4000px) and higher-confidence detections. Attempts scored at or below `unknown_score` are excluded from the average.
A sub label will only be assigned if: