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Avnet Boards Blog Bring AI at the edge with the Ultra96-V2 Development Board
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Engagement
  • Author Author: albertabeef
  • Date Created: 28 Aug 2020 6:57 PM Date Created
  • Views 2449 views
  • Likes 7 likes
  • Comments 5 comments
  • ultra96-v2
  • ai at the edge
  • artificial intelligence
  • edge ai
  • vitis platform
  • designed by avnet
  • vitis-ai
  • xilinx;
  • vitis
Related
Recommended

Bring AI at the edge with the Ultra96-V2 Development Board

albertabeef
albertabeef
28 Aug 2020

Join me as I give an introductory webinar which describes how to get started with Xilinx AI framework on the Ultra96-V2 development board.

 

     Getting Started with the Ultra96-V2 Development Board

     https://event.on24.com/wcc/r/2552513/7ED1B988827484BB86CA429C17A7C6E7

 

In the webinar, I cover how to create and boot an SD card image for Vitis-AI on the Ultra96-V2,

material that is covered in more detail in the following two part tutorial:

 

     http://avnet.me/vitis-ai-1.1-project-part1

     image

     http://avnet.me/vitis-ai-1.1-project-part2

     image

 

I also describe how to modify the face detection example, to add additional processing, including:

 

     adding face landmarks

     image

     adding simple centroid-based tracking

 

     image

For those who prefer to develop in python, refer to the following tutorial which covers how to implement the face detection and tracking in python.

 

     http://avnet.me/ultra96-python-face-tracking

 

     image

For more information on the Ultra96-V2 development board:

     http://avnet.me/ultra96v2

 

Regards,

 

Mario Bergeron.

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Top Comments

  • kevinkeryk
    kevinkeryk over 5 years ago in reply to ralphjy +2
    Hi Ralph, You can download those zip files from the following links: http://avnet.me/facedetectwithlandmark http://avnet.me/facedetectwithtracking Best Regards, -Kevin
  • kevinkeryk
    kevinkeryk over 5 years ago +1
    I missed the live event but I was able to catch the recording yesterday. I learned a lot myself and highly recommend this informative webinar for anyone who is participating in the Xilinx Adaptive Computing…
  • albertabeef
    albertabeef over 5 years ago in reply to kevinkeryk +1
    Ralph, Thank you for taking the time to view and provide feedback. Kevin, Thanks for sharing these links. Please extract the archives on the BOOT partition of the SD card, in the Vitis-AI-Library/overview…
  • albertabeef
    albertabeef over 5 years ago in reply to kevinkeryk

    Ralph,

    Thank you for taking the time to view and provide feedback.

     

    Kevin,

    Thanks for sharing these links.


    Please extract the archives on the BOOT partition of the SD card, in the Vitis-AI-Library/overview/samples.
    Build each of the examples directory on the Ultra96-V2 embedded platform with the provided build.sh script.

         $ cd /mnt/Vitis-AI-Library/overview/samples/facedetectwithlandmark

         $ source ./build.sh

         $ cd /mnt/Vitis-AI-Library/overview/samples/facedetectwithtracking

         $ source ./build.sh

    Execute the examples with the USB camera:

         $ cd /mnt/Vitis-AI-Library/overview/samples/facedetectwithlandmark

         $ ./test_video_facedetectwithlandmark 0

         $ cd /mnt/Vitis-AI-Library/overview/samples/facedetectwithtracking

         $ ./test_video_facedetectwithtracking 0

    Enjoy !

     

    Regards,

    Mario.

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  • ralphjy
    ralphjy over 5 years ago in reply to kevinkeryk

    Thanks Kevin, I downloaded the files.

     

    -Ralph

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  • kevinkeryk
    kevinkeryk over 5 years ago in reply to ralphjy

    Hi Ralph,

     

    You can download those zip files from the following links:

     

    http://avnet.me/facedetectwithlandmark

    http://avnet.me/facedetectwithtracking

     

    Best Regards,

     

    -Kevin

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  • ralphjy
    ralphjy over 5 years ago

    Great webinar!  That Xilinx series on Vitis is very informative.

     

    I’m having a problem trying to extract the zip files from the PowerPoint.  Are those files available elsewhere?

     

    Thanks,

    Ralph

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  • kevinkeryk
    kevinkeryk over 5 years ago

    I missed the live event but I was able to catch the recording yesterday.  I learned a lot myself and highly recommend this informative webinar for anyone who is participating in the Xilinx Adaptive Computing Challenge:

     

    https://www.hackster.io/contests/xilinxadaptivecomputing

     

    Some pretty amazing awards are up for grabs in that design contest!

     

    -Kevin

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