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Set up Pipeline

  1. Clone the repository

    git clone  https://github.com/intel-retail/automated-self-checkout.git && cd ./automated-self-checkout

  2. Build the profile launcher binary executable

    make build-profile-launcher

    Each profile is an unique pipeline use case. We provide some profile examples, and the configuration examples of profiles are located here. Go here to find out the detail descriptions for the configuration of profile used by profile launcher.

  3. Build the benchmark Docker images

    cd benchmark-scripts
make build-all

cd ..

    Note

    A successfully built benchmark Docker images should contain the following Docker images from docker images benchmark --format 'table{{.Repository}}\t{{.Tag}}' command:

    • benchmark:dev
    • benchmark:xpu
    • benchmark:igt

    Note

    After successfully built benchmark Docker images, please remember to change the directory back to the project base directory from the current benchmark-scripts directory (i.e. cd ..) for the following steps.

  4. Download the models manually (Optional)

    Note

    The model downloader script is automatically called as part of run.sh.

    ./download_models/getModels.sh

    Warning

    Depending on your internet connection, this might take some time.

  5. (Optional) Download the video file manually. This video is used as the input source to give to the pipeline.

    Note

    The sample image downloader script is automatically called as part of run.sh. 

    ./configs/opencv-ovms/scripts/image_download.sh

    Warning

    Depending on your internet connection, this might take some time.

  6. (optional) Download the bit model manually

    a. Here is the command to build the container for bit model downloading:

    docker build -f Dockerfile.bitModel -t bit_model_downloader:dev .

    b. Here is the script to run the container that downloads the bit models:

    docker run bit_model_downloader:dev

  7. Build the reference design images. This table shows the commands for the OpenVINO (OVMS) model Server and profile-launcher build command:

    Target Docker Build Command Check Success
    OVMS Server 
    make build-ovms-server
    		 docker images command output contains Docker image openvino/model_server:2023.1-gpu
    OVMS Profile Launcher 
    make build-profile-launcher
    		 ls -al ./profile-launcher command to show the binary executable

    Note

    Build command may take a while, depending on your internet connection and machine specifications.

    Note

    If the build command succeeds, you will see all the built Docker images files as indicated in the Check Success column. If the build fails, check the console output for errors.

    Proxy

    If docker build system requires a proxy network, just set your proxy env standard way on your terminal as below and make build:

    export HTTP_PROXY="http://your-proxy-url.com:port"
export HTTPS_PROXY="https://your-proxy-url.com:port"
make build-ovms-server
make build-profile-launcher