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Edge computing and computer vision with Jetson Nano GPU devices (course material)

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Course Material for MINES ParisTech - Option Ingénierie Digitale Des Systèmes Complexes

Course flow

  • Introduction
  • State of digital transformation in Engineering companies
  • Computer vision on the edge: from object detection towards video action recognition
  • Getting started with TensorFlow object detection API
  • Object detection architectures
  • Getting started with Jetson Nano
  • Inference on still images
  • Inference on streaming video
  • Using TensorFlow models with Jetson Nano
  • Data collection and labelling for your own projects
  • Build your own project (breakout groups)

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