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MLTK01 is an open-source toolkit for prototyping tangible learning things fast, built on top of Arduino and ml5js.


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Simply plug, train and play machine learning sketches.

This toolkit allows designers to cut out hardware prototyping time and focus on the design of interactions with tangible learning things, giving space to explorations of unconventional data sources and to the creative craft of behaviors.

As we strive for open approaches to education, we combined hardware and software from two existing open source tools: Arduino and ml5js.

  • An Arduino nano BLE Sense is connected to the MLTK01 PCB, functioning as a tangible interface. It allows you to simply plug, train and play with machine learning sketches.
  • The MLTK01 library extends the ml5js javascript library with a rich set of API to connect the browser with the board through Web BLE API, facilitating the process of reading sensors and controlling the physical actuators connected to the board.

MLTK01 presented @ IASDR21