UL
OSS lab
Ultralytics
YOLO maintainers; the canonical source of YOLO26 and YOLO27 weights.
88K followers 14 models Frederick, MD joined Jun 1, 2025
Reference models
2
In Fo’c’sle catalog
Cross-chip benchmarks
20
Across all releases
Downloads (12 mo)
1.7M
Active deployments
110K
Models
UL18%
YOLO27-Edge
Ultralytics
Ninth-generation YOLO with edge-first quantization recipe. The default workhorse for 1080p multi-stream perception.
Object detectionMIT
HHQQNNNπ+3
14.2mson Hailo-8
INT8
487K 38K deploysApr 11, 2028
UL6%
YOLO26-Nano
Ultralytics
Tiny variant tuned for sub-watt accelerators. Where the Coral TPU still earns its place.
Object detectionMIT
HQQπAAGI+2
4.8mson Google Coral Edge TPU
INT8
1.2M 71K deploysMar 22, 2028