ULby Ultralytics
YOLO27-Edge
18%Ninth-generation YOLO with edge-first quantization recipe. The default workhorse for 1080p multi-stream perception.
Object detectionMITINT8INT4FP16cocoedgereal-time
HIL simulation runs
End-to-end runs of YOLO27-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.
64 FPS96.4% acc
Open
AV · Highway
CARLA highway · cut-in scenarios
YOLO27-Edge×HHailo-8
31 min runApr 22, 2028
48 FPS94.1% acc
Open
AV · Highway
Av highway · YOLO27-Edge
YOLO27-Edge×HHailo-8
37 min runApr 11, 2028
24 FPS88.6% acc
Open
AV · Urban
Av urban · YOLO27-Edge
YOLO27-Edge×HHailo-10H
70 min runApr 11, 2028
18 FPS90.4% acc
Open
Robotics · AMR
Warehouse amr · YOLO27-Edge
YOLO27-Edge×QQualcomm QCS8550
61 min runApr 11, 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.