GOby Google
MediaPipe-Hands-Edge
1%Hand-keypoint reference. Powers the AR pipelines you see on every demo phone.
PoseApache-2.0INT8handsar
184K downloads 11K deploymentsUpdated Jan 14, 2028
Headline:3.8ms · Snapdragon 8 Gen 3 NPU · INT8
HIL simulation runs
End-to-end runs of MediaPipe-Hands-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 · MediaPipe-Hands-Edge
MediaPipe-Hands-Edge×GGoogle Coral Edge TPU
37 min runJan 14, 2028
24 FPS88.6% acc
Open
Robotics · AMR
Warehouse amr · MediaPipe-Hands-Edge
MediaPipe-Hands-Edge×QQualcomm QCS6490
70 min runJan 14, 2028
18 FPS90.4% acc
Open
Industrial · Inspection
Factory inspection · MediaPipe-Hands-Edge
MediaPipe-Hands-Edge×QSnapdragon 8 Gen 3 NPU
61 min runJan 14, 2028
58 FPS92.8% acc
Open
Robotics · Manipulation
Robot arm pick · MediaPipe-Hands-Edge
MediaPipe-Hands-Edge×Apple Neural Engine (M4)
32 min runJan 14, 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.