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jetson_nano_people_counting's Introduction

Real-Time People Tracking and Counting on Jetson Nano

MobileNetV1-SSD based Person Detection + SORT Tracking

Prerequisite

Jetson Nano - JetPack 4.5

Install Dependencies

  1. Clone this repository.

    $ git clone https://github.com/JardinRyu/Jetson_Nano_People_Counting
    $ cd Jetson_Nano_People_Counting/
  2. Install requirements.

    # The installation process can take several hours. So be patient...
    # ${HOME}/Jetson_Nano_People_Counting/
    $ ./install.sh
    $ cd ssd/
    # ${HOME}/Jetson_Nano_People_Counting/ssd/
    $ ./install.sh
    $ ./build_engines.sh

Usage

  1. Run from USB Camera

    # CameraID = 0  
    $ python3 usbcam_tracking.py
  2. Run from MIPI Camera (ex. Raspberry pi Cam v2)

    $ python3 mipicam_tracking.py

References

jetson_nano_people_counting's People

Contributors

jardinryu avatar

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