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Ralph Yamamoto's Blog SensiML Toolkit for TinyML
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  • Author Author: ralphjy
  • Date Created: 4 Feb 2021 10:12 PM Date Created
  • Views 622 views
  • Likes 5 likes
  • Comments 1 comment
  • quicklogic
  • arduino nano 33 ble sense
  • tinyml
  • sensiml
  • edge impulse
Related
Recommended

SensiML Toolkit for TinyML

ralphjy
ralphjy
4 Feb 2021

While I've been recuperating from a back injury, I found an interesting tutorial series for SensiML on YouTube: Quick Start Tutorial Series .

image

The 10 videos take about an hour total.  A good binge watch with the dog image.

 

SensiML, a subsidiary of QuickLogic, has an Analytics Toolkit software suite https://sensiml.com/products/#process that enables building and deploying TinyML (they don't use this term, so possibly I might be incorrect in using it generically).  The toolkit supports "ArmRegistered CortexRegistered-M class and higher microcontroller cores, IntelRegistered x86 instruction set processors, and heterogeneous core QuickLogic SoCs and QuickAI platforms with FPGA optimizations".  The toolkit provides the equivalent functionality to what I've been doing with Edge Impulse for TinyML.  They also support the Arduino Nano 33 BLE Sense board and I thought it would be interesting to see how the build and deploy process compares with Edge Impulse.  There is a free Community version of the toolkit that I'm going to use.

 

I'll post about my experience as I go....

 

Has anyone tried SensiML?  A quick search of Element14 didn't find anything.

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  • fyaocn
    fyaocn over 4 years ago

    Arduino Nano 33 BLE  support it.

    I am on it now.

    Very interesting design.

    You can find everything here in github.

    https://github.com/QuickLogic-Corp/Getting_started

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