KVby KAIST Vision
OSNet-AIN
2%Tiny pedestrian re-ID. The default for cross-camera tracking on dashcam-class silicon.
Re-IDMITINT8pedestrianreidtiny
88K downloads 7.2K deploymentsUpdated Oct 22, 2027
Headline:6.1ms · Ambarella CV5 · INT8
HIL simulation runs
End-to-end runs of OSNet-AIN in scenario rigs that match real customer conditions. Each tile is an actual playable HIL session — sustained throughput, in-sim accuracy, intervention counts, the whole trace.
48 FPS94.1% acc
Open
Logistics · Apron
Airport baggage · OSNet-AIN
OSNet-AIN×HHailo-8
37 min runOct 22, 2027
24 FPS88.6% acc
Open
Robotics · AMR
Warehouse amr · OSNet-AIN
OSNet-AIN×AAmbarella CV5
70 min runOct 22, 2027
18 FPS90.4% acc
Open
AV · Urban
Av urban · OSNet-AIN
OSNet-AIN×AAmbarella CV72
61 min runOct 22, 2027
58 FPS92.8% acc
Open
Industrial · Inspection
Factory inspection · OSNet-AIN
OSNet-AIN×πRaspberry Pi 5 + Hailo HAT
32 min runOct 22, 2027
Pro tier opens up scenario authoring
Pro and Team customers can configure custom HIL scenarios — chain CARLA towns, drop in your own actor policies, and pin the exact downstream consumers your fleet runs. Enterprise extends this to dedicated rigs in the lab and on-prem replication.