MEby Meta FAIR-Edge
Mask2Former-Mobile
4%Mobile-class panoptic segmenter. The reference for surgical, factory and medical pipelines.
SegmentationMITINT8FP16panoptictransformer
64K downloads 3.1K deploymentsUpdated Jan 21, 2028
Headline:12.4ms · NVIDIA Jetson Thor · FP16
HIL simulation runs
End-to-end runs of Mask2Former-Mobile 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.
72 FPS98.4% acc
Open
Medical · Surgical
Surgical tool tracking · laparoscopic phantoms
Mask2Former-Mobile×NNVIDIA Jetson Thor
27 min runMar 31, 2028
48 FPS94.1% acc
Open
Medical · Surgical
Surgical assist · Mask2Former-Mobile
Mask2Former-Mobile×NNVIDIA Jetson AGX Orin
37 min runJan 21, 2028
24 FPS88.6% acc
Open
Industrial · Inspection
Factory inspection · Mask2Former-Mobile
Mask2Former-Mobile×NNVIDIA Jetson Thor
70 min runJan 21, 2028
18 FPS90.4% acc
Open
Drone · Delivery
Drone delivery · Mask2Former-Mobile
Mask2Former-Mobile×QQualcomm QCS8550
61 min runJan 21, 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.