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Deploying AI models to edge devices

This knowledge unit is in development. Its planned scope and sources are listed below.

Scope

Quantisation, ONNX, TensorRT, latency measurement and power constraints

Key references

  1. Warden, P., & Situnayake, D. (2019). TinyML. O'Reilly.
  2. ONNX Runtime. Documentation. link

Used in courses

DRT 348 Autonomous and Intelligent Unmanned Aircraft Systems Integration LaboratoryDRT 465 Intelligent Image Analysis SystemsDRT 494 AI Edge Computing

How to cite this page

Drone Institute, Rangsit University. (2026). Deploying AI models to edge devices. In UAS Technology Knowledge Hub (B.Tech.). https://rsu-drt.pk-research.work/en/kb/new/edge-deploy/