Identity Recovery Cascade

ByteTrack Motion Matching & Lost Identity Gallery Pipeline

01 / DETECTION 02 / BYTE-TRACK 03 / LOST GALLERY 04 / RE-ID & MERGE conf ≥ 0.6 conf < 0.6 iou match unmatched push embedding query vec sim (0.82) ≥ thresh ema update DETECTIONS (HIGH) conf ≥ 0.60 [score: 0.92] DETECTIONS (LOW) 0.20 ≤ conf < 0.60 [0.41] BYTETRACK STAGE 1 Kalman + High Det IoU BYTETRACK STAGE 2 Unmatched + Low Det IoU UNMATCHED TRACKS State: Lost | Buffer 30f LOST GALLERY Embeddings Bank [128d] Stored ID: #12 COSINE SIMILARITY Cos Score: 0.82 vs Thresh 0.75 Status: MATCH DETECTED IDENTITY TRANSLATION Tracker ID (Short): #104 → Display ID: #12 Recovered via Re-ID Cascade
SYSTEM READY — PIPELINE ACTIVE

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STATE: ALL ACTIVE