AEby Adept-Edge
DocLayout-Edge
8%Layout-aware document parser. Pairs with PaddleOCR-v5 for end-to-end PDF understanding on-device.
OCRApache-2.0INT8FP16doc-ailayout
36K downloads 1.2K deploymentsUpdated Mar 8, 2028
Headline:22.6ms · Snapdragon 8 Gen 3 NPU · INT8
HIL simulation runs
End-to-end runs of DocLayout-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
Industrial · Inspection
Factory inspection · DocLayout-Edge
DocLayout-Edge×NNVIDIA Jetson Orin Nano
37 min runMar 8, 2028
24 FPS88.6% acc
Open
Robotics · AMR
Warehouse amr · DocLayout-Edge
DocLayout-Edge×QQualcomm QCS8550
70 min runMar 8, 2028
18 FPS90.4% acc
Open
Logistics · Apron
Airport baggage · DocLayout-Edge
DocLayout-Edge×QSnapdragon 8 Gen 3 NPU
61 min runMar 8, 2028
58 FPS92.8% acc
Open
AV · Urban
Av urban · DocLayout-Edge
DocLayout-Edge×Apple Neural Engine (M4)
32 min runMar 8, 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.