TensorRT EngineMITv1.4.6

Flat-Ground Locomotion TensorRT Engine Bundle — Autonomous Forklift

Flat-Ground Locomotion for the Autonomous Forklift — a deployment-ready model bundle with weights, config and inference code. Captured/authored with RGB-D camera in the loop and validated against real Autonomous Forklift kinematics. Drop-in ready for training, sim-to-real transfer, or on-robot deployment.

Demonstration clipfree preview

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Left: real-world source footage. Right: a signal derived from it (inter-frame motion field or edge/feature map). Source & license are credited in the clip.

Preview

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Deployment

CPU/GPU host deployment; 24GB VRAM required.

Frameworks

    OpenCVIsaac SimTensorRT

Hardware

    RTX 3060Velodyne VLP-16

Sensors

    RGB-D camera

Specs

  • GPU: 24GB VRAM
  • Size: 1.08 MB
  • Duration: 10s
  • mAP@0.5 = 0.74 on held-out set
  • ROS compatible
  • Isaac Sim compatible

Tags

locomotiontensorrtenginebundleautonomousforklift

$39

MIT license

flat-ground-locomotion-tensorrt-engine-bundle-autonomous-forklift.zip · 1.08 MB

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Updated2026-07-17
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ND-Dev

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