FocsleFo’c’sle
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YOLO27-Edge

18%
by Ultralytics

Ninth-generation YOLO with edge-first quantization recipe. The default workhorse for 1080p multi-stream perception.

Object detectionMITINT8INT4FP16cocoedgereal-time
487K downloads 38K deploymentsUpdated Apr 11, 2028
Headline:14.2ms · Hailo-8 · INT8
arXiv GitHub
OverviewBenchmarks11Sim ResultsDeploy11FilesDiscussion23

Files

Weights, configs, and per-vendor compiled exports. Files marked LFS are stored on the Fo’c’sle CDN and served regional.

NameSizeUpdated
README.md8.4 KB2028-04-11
config.json2.1 KB2028-04-11
tokenizer.json1.8 MB2028-04-11
model.safetensorsLFS27.6 MB2028-04-11
yolo27-edge.onnxLFS24.6 MB2028-04-11
yolo27-edge_int8.tfliteLFS23 MB2028-04-11
yolo27-edge.hailo8.hefLFS21 MB2028-04-11
yolo27-edge.hailo10.hefLFS21 MB2028-04-11
yolo27-edge.jetson-orin-nano.planLFS37 MB2028-04-11
yolo27-edge.jetson-agx-orin.planLFS37 MB2028-04-11
yolo27-edge.jetson-thor.planLFS37 MB2028-04-11
yolo27-edge.mlmodelcLFS26 MB2028-04-11
examples/—2028-04-11
benchmarks/—2028-04-11
LICENSE11.4 KB2028-04-11