Depth-Anything-Edge
41%Distilled depth model that holds 0.32 AbsRel on KITTI while running 60 FPS on a Pi 5 + Hailo HAT. The reference release.
DepthFocsle-ResearchINT8FP16MIXEDdistilledmonocularkitti
198K downloads 15K deploymentsUpdated Apr 16, 2028
Headline:16.8ms · Raspberry Pi 5 + Hailo HAT · INT8
Deploy Depth-Anything-Edge
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 focsle/depth-anything-edge --target hailo-8
$ focsle compile depth-anything-edge.onnx --target hailo-8 --quant int8
# Run on-device (HailoRT)
import focsle.runtime as fr
m = fr.load("depth-anything-edge.hef", target="hailo")
out = m.run(frame)One-click endpoint
Spins up a managed endpoint in the closest region. Pro and above.