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Blog Updated MaaXBoard Benchmarking Results - MaaXBoard Mini
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Engagement
  • Author Author: zebular13
  • Date Created: 9 Feb 2021 7:22 PM Date Created
  • Views 1554 views
  • Likes 7 likes
  • Comments 4 comments
  • benchmarking
  • machine_learning
  • maaxboard_mini
  • inference
  • ai
  • power consumption
  • speed
  • benchmark
Related
Recommended

Updated MaaXBoard Benchmarking Results - MaaXBoard Mini

zebular13
zebular13
9 Feb 2021

image

Last spring I benchmarked machine learning inference on the MaaXBoard against similar single board computers. I looked at speed and power consumption while running inference using the object detection models MobileNet SSD V1 and V2.

Recently, I benchmarked the slightly faster MaaXBoard Mini against the same boards. Here are the results in graphs.

 

Results for speed:

image

Results for Power Consumption:

image

 

Results for Price:

image

Thanks for reading! I hope to benchmark more of Avnet's boards this year, so stay tuned. Finally, If you'd like to duplicate my results, all of the instructions are available in my projects on Hackster:

  • Benchmarking Tensorflow Lite on Rasbperry Pi
  • Benchmarking Tensorflow Lite on Google Coral
  • Benchmarking Tensorflow Lite on MaaXBoard
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  • zebular13
    zebular13 over 4 years ago in reply to niyazfat

    Oh, thanks for that. Looks like it's down currently. I just notified E14 so it should be back soon.

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  • niyazfat
    niyazfat over 4 years ago in reply to zebular13

    image

    the link doesn't work for me

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  • zebular13
    zebular13 over 4 years ago in reply to niyazfat

    Thanks for letting me know! I should have linked to the page rather than the file itself, since the file names change as new versions come out. You can find it on the MaaXBoard page on Element14 in the right hand bar under Downloads > Image package:

    image

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  • niyazfat
    niyazfat over 4 years ago

    Hello, https://www.element14.com/community/external-link.jspa?url=https%3A%2F%2Favtinc.sharepoint.com%2F%3Au%3A%2Ft%2FET-Downlo…

    this link is no longer available to download Yocto Linux Out of Box Image V1.1.0r03 (zip)

    Could you please share a new link?

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