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Meridian Highway-Perception v3

32%
by Meridian Autonomy

Production highway-perception detector — pedestrians, cars, motorcycles, trucks, lane delimiters. Same checkpoint we ship in Tier-1 cars.

Object detectionApache-2.0INT8MIXEDavproductiontier-1
18K downloads 2.4K deploymentsUpdated Apr 14, 2028
Headline:9.4ms · NVIDIA Jetson AGX Orin · MIXED
OverviewBenchmarks4Sim ResultsDeploy4FilesDiscussion23

Deploy Meridian Highway-Perception v3

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.

NNVIDIA Jetson AGX Orin
# Build a TensorRT engine
$ focsle pull meridian/highway-perception-v3 --target jetson-agx-orin
$ focsle build trt --plan highway-perception-v3.plan \
    --precision mixed \
    --workspace 4G

# Run with TensorRT
import focsle.runtime as fr
m = fr.load("highway-perception-v3.plan", target="trt")
out = m.run(frame)

One-click endpoint

Spins up a managed endpoint in the closest region. Pro and above.

Or deploy yourself