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Object Detection on the Raspberry Pi 4

Deep Learning on the edge is now possible with lightweight computing hardware such as the Raspberry Pi 4 using TensorFlow Lite!

ecd1012ecd1012
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ongoing project
raspberry pi deep learning computer vision ai machine learning object detection

This project was created on 04/19/2021 and last updated a year ago.

Description

For this project, object detection performance was analyzed to see how the Raspberry Pi 4 performed when mounted and processing video feed in a moving vehicle. The trained model operated at 2.73 fps online and did impressive classifying and localizing objects on the road!

More information:
* Code: https://github.com/ecd1012/rpi_road_object_detection
* Project Details and Video Tutorial: https://ethandell.tech/blog/

Components

  • 1 × Raspberry Pi 4
  • 1 × Raspberry Pi Camera
  • 1 × LED Fiber Optics / Emitters
  • 1 × Small Resistor (470 Ohm)
  • 1 × Small Breadboard

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Build Instructions
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  • 1
    Instructions are listed here:

     https://github.com/ecd1012/rpi_road_object_detection

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