Depth-Anything-Edge
41%Distilled depth model that holds 0.32 AbsRel on KITTI while running 60 FPS on a Pi 5 + Hailo HAT. The reference release.
DepthFocsle-ResearchINT8FP16MIXEDdistilledmonocularkitti
198K downloads 15K deploymentsUpdated Apr 16, 2028
Headline:16.8ms · Raspberry Pi 5 + Hailo HAT · INT8
HIL simulation runs
End-to-end runs of Depth-Anything-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.
58 FPS92.8% acc
Open
Drone · Delivery
Drone last-mile · suburban grid
Depth-Anything-Edge×HHailo-10H
32 min runApr 9, 2028
48 FPS94.1% acc
Open
AV · Highway
Av highway · Depth-Anything-Edge
Depth-Anything-Edge×HHailo-8
37 min runApr 16, 2028
24 FPS88.6% acc
Open
Drone · Delivery
Drone delivery · Depth-Anything-Edge
Depth-Anything-Edge×HHailo-10H
70 min runApr 16, 2028
18 FPS90.4% acc
Open
Agriculture · Row nav
Agri row · Depth-Anything-Edge
Depth-Anything-Edge×NNVIDIA Jetson Orin Nano
61 min runApr 16, 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.