CAby CASIA
FastSAM-Edge
13%YOLO-backbone segment-anything variant. Where industrial inspection lives now.
SegmentationApache-2.0INT8FP16samindustrialreal-time
138K downloads 6.8K deploymentsUpdated Mar 28, 2028
Headline:18.6ms · Hailo-8 · INT8
Deploy FastSAM-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 casia/fastsam-edge --target hailo-8
$ focsle compile fastsam-edge.onnx --target hailo-8 --quant int8
# Run on-device (HailoRT)
import focsle.runtime as fr
m = fr.load("fastsam-edge.hef", target="hailo")
out = m.run(frame)One-click endpoint
Spins up a managed endpoint in the closest region. Pro and above.