ULby Ultralytics
YOLO26-Nano
6%Tiny variant tuned for sub-watt accelerators. Where the Coral TPU still earns its place.
Object detectionMITINT8INT4cocotinylow-power
1.2M downloads 71K deploymentsUpdated Mar 22, 2028
Headline:4.8ms · Google Coral Edge TPU · INT8
Deploy YOLO26-Nano
Pick a chip family. We hand you the artifacts (HEF, TRT engine, Core ML, ONNX) plus a one-click endpoint deploy. For private endpoints, on-prem deploy, or air-gapped distribution, see Enterprise.
HHailo-8
# Compile to Hailo HEF
$ pip install focsle
$ focsle pull ultralytics/yolo26-nano --target hailo-8
$ focsle compile yolo26-nano.onnx --target hailo-8 --quant int8
# Run on-device (HailoRT)
import focsle.runtime as fr
m = fr.load("yolo26-nano.hef", target="hailo")
out = m.run(frame)One-click endpoint
Spins up a managed endpoint in the closest region. Pro and above.