IoT Software / Computer Vision

IoT software for recording sports events from Jetson Nano devices and applying Computer Vision solution for player detection.

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  • AWS Greengrass to manage software

    This tool allows you to deploy software and perform updates remotely on each device.

  • AWS Lambda

    To manage the upload of the videos recorded on each device to the corresponding S3 bucket and insert a download link in the backend.

  • Gstreamer and Nvidia Deepstream for recording pipeline

    Used to develop the recording pipeline of the devices and perform fisheye correction (nvdewarper) and audio corrections.

  • Detection of players and teams.

    A model for detection of players and teams is integrated from Tensorflow.