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Realtime AI Person Detection on Edge Devices

  1. 0

    Real-time AI Person Detection on Edge Devices: Getting Started

    This is the first in an article series where we’ll show you how to detect people in real time (or near-real time) on Raspberry Pi.
    Added 6 Oct 2020
  2. 1

    Real-time AI Person Detection on Edge Devices: Selecting Deep Learning Models

    In this article, we’ll discuss the pros and cons of the existing DNN approaches and select a pre-trained model for further experimentation.
    Added 6 Oct 2020
  3. 2

    Real-time AI Person Detection on Edge Devices: Detecting Persons Using Pre-trained SSD Models

    In this article, we’ll showcase the Python code for launching these models and detect humans in images.
    Added 7 Oct 2020
  4. 3

    Real-time AI Person Detection on Edge Devices: Launching SSD on Raspberry Pi

    In this article, we’ll see how you can install Python-OpenCV on the device and run the code.
    Added 8 Oct 2020
  5. 4

    Real-time AI Person Detection on Edge Devices: Testing SSD Models on Raspberry Pi

    In this article, we’ll test the accuracy and the performance of the MibileNet and SqueezeNet models on the Raspberry Pi device.
    Added 9 Oct 2020
  6. 5

    Real-time AI Person Detection on Edge Devices: Detecting Persons on Video

    In this article we’ll develop Python code for person detection in a video stream.
    Added 13 Oct 2020
  7. 6

    Real-time AI Person Detection on Edge Devices: Detecting Persons on Video in Real-time Mode

    In this article, we’ll modify the code for real-time processing on an edge device.
    Added 14 Oct 2020