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Automatic syncing object models across multiple VOXL2s

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  • D Offline
    D Offline
    Denver Bennett
    Contributor
    wrote on last edited by
    #1

    Hello,

    I'm trying to get an object-detection-model-guided drone. I am also trying to get it so that I can have an object detection model (like the MobileNet) on one VOXL2 and then be able to sync that same model onto other VOXL2s. I would like to have it so that the modifications I make to the model (weights, parameters, training data, etc), can automatically be pushed or synchronized across all the other VOXL2s I am using.

    How can I do this?

    I typed voxl-{TAB}{TAB} in terminal, and it seems to me like voxl-configure-docker-support, voxl-configure-mavlink-server, voxl-configure-tflife, voxl-inspect-mavlink, voxl--mavcam-manager, voxl-mavlink-server, and voxl-tflife-server are the places to start, but I am not sure as I am new to this.

    Where should I start?

    Thank you!

    ModeratorM 1 Reply Last reply
    0
    • D Denver Bennett

      Hello,

      I'm trying to get an object-detection-model-guided drone. I am also trying to get it so that I can have an object detection model (like the MobileNet) on one VOXL2 and then be able to sync that same model onto other VOXL2s. I would like to have it so that the modifications I make to the model (weights, parameters, training data, etc), can automatically be pushed or synchronized across all the other VOXL2s I am using.

      How can I do this?

      I typed voxl-{TAB}{TAB} in terminal, and it seems to me like voxl-configure-docker-support, voxl-configure-mavlink-server, voxl-configure-tflife, voxl-inspect-mavlink, voxl--mavcam-manager, voxl-mavlink-server, and voxl-tflife-server are the places to start, but I am not sure as I am new to this.

      Where should I start?

      Thank you!

      ModeratorM Offline
      ModeratorM Offline
      Moderator
      ModalAI Team
      wrote on last edited by
      #2

      @Denver-Bennett look at https://docs.modalai.com/voxl-tflite-server

      D 1 Reply Last reply
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      • ModeratorM Moderator

        @Denver-Bennett look at https://docs.modalai.com/voxl-tflite-server

        D Offline
        D Offline
        Denver Bennett
        Contributor
        wrote on last edited by
        #3

        @Moderator So is voxl-tflite-server what is used to communicate and transfer the model across different voxls?

        ModeratorM 1 Reply Last reply
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        • D Denver Bennett

          @Moderator So is voxl-tflite-server what is used to communicate and transfer the model across different voxls?

          ModeratorM Offline
          ModeratorM Offline
          Moderator
          ModalAI Team
          wrote on last edited by
          #4

          @Denver-Bennett Hi Denver, no voxl-tflite-server is a TensorFlow Lite runtime environment for VOXL.

          You will need to write your own code if you want to somehow mesh models together over a network. We aren't familiar with any software that handles that today

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