KVby KAIST Vision
OSNet-AIN
2%Tiny pedestrian re-ID. The default for cross-camera tracking on dashcam-class silicon.
Re-IDMITINT8pedestrianreidtiny
88K downloads 7.2K deploymentsUpdated Oct 22, 2027
Headline:6.1ms · Ambarella CV5 · INT8
Deploy OSNet-AIN
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 kaist-vision/osnet-ain --target hailo-8
$ focsle compile osnet-ain.onnx --target hailo-8 --quant int8
# Run on-device (HailoRT)
import focsle.runtime as fr
m = fr.load("osnet-ain.hef", target="hailo")
out = m.run(frame)One-click endpoint
Spins up a managed endpoint in the closest region. Pro and above.