MSby Microsoft
Florence-2-Edge
12%Florence-2 distilled for edge inspection use cases — caption, detect, segment from a unified head.
MultimodalMITINT8FP16vlmunifiedindustrial
76K downloads 2.8K deploymentsUpdated Mar 2, 2028
Headline:84ms · NVIDIA Jetson Orin Nano · INT8
HIL simulation runs
End-to-end runs of Florence-2-Edge 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
Medical · Surgical
Surgical assist · Florence-2-Edge
Florence-2-Edge×NNVIDIA Jetson Orin Nano
37 min runMar 2, 2028
24 FPS88.6% acc
Open
Industrial · Inspection
Factory inspection · Florence-2-Edge
Florence-2-Edge×NNVIDIA Jetson AGX Orin
70 min runMar 2, 2028
18 FPS90.4% acc
Open
Robotics · AMR
Warehouse amr · Florence-2-Edge
Florence-2-Edge×QQualcomm QCS8550
61 min runMar 2, 2028
58 FPS92.8% acc
Open
Logistics · Apron
Airport baggage · Florence-2-Edge
Florence-2-Edge×QSnapdragon 8 Gen 3 NPU
32 min runMar 2, 2028
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.