DETECTING THE DIRECTION OF A VEHICLE

This application helps us in finding the direction in which the vehicle is traversing. It is built on Nvidia Deepstream 5.1.

Deepstream Setup

This post assumes you have a fully functional Jetson device. If not, you can refer the documentation here.

1. Install System Dependencies

    sudo apt install \
    libssl1.0.0 \
    libgstreamer1.0-0 \
    gstreamer1.0-tools \
    gstreamer1.0-plugins-good \
    gstreamer1.0-plugins-bad \
    gstreamer1.0-plugins-ugly \
    gstreamer1.0-libav \
    libgstrtspserver-1.0-0 \
    libjansson4=2.11-1

2.2. Install Deepstream

Download the DeepStream 5.1 Jetson Debian package deepstream-5.1_5.1.0-1_arm64.deb, to the Jetson device from here. Then enter the command:

    sudo apt install deepstream-5.1_5.1.0-1_arm64.deb

For more information, click here

3. Clone the repository

    https://github.com/Spandanahm172/DeepStream
    cd DeepStream

4. Run the application

I. To build the application

    make

II. Now, run the application by providing the video source path

    __NV_PRIME_RENDER_OFFLOAD=1 ./deepstream-app <video.h264>

Please find the Link of a Demo video below

video

Spandanahm172 / DeepStream