The Conference for Machine Learning Innovation

Honey, I shrunk the TinyML

Session
Join the ML Revolution!
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Join the ML Revolution!
Until June 2
✓ Save up to 226€
✓ Group discount
✓ Special discount for freelancers
Register Now
Thank you for attending!
Register Now
Thank you for attending!
Register Now
Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
Register Now
Join the ML Revolution!
Register until conference starts:
✓ 2 in 1 conference special
✓ 10 % Team Discount
Register Now
Infos
Tuesday, June 28 2022
17:30 - 18:15
Infos
Tuesday, December 7 2021
15:45 - 16:30
Room:
Salon 7

You might remember the movie from the 80’s when Wayne Szalinski shrunk his family. Back then, machine learning was also little. But I don’t want to talk about the past, I want to talk about the future, where machine learning is getting tiny. I will show how to train a model and convert it to use TinyML on a microcontroller. Which possibilities this could open up now and in the future. What are the possibilities to shrink a model with quantization and pruning, but also what are the limitations at the moment. In this presentation I show step by step how to create a model, train it and convert it as TinyML. I also show how to integrate the model and run it as C++ code on a microcontroller.

Take me to the full program of Zum vollständigen Programm von Munich Munich .

This Session belongs to the Diese Session gehört zum Programm vom MunichMunich and  und BerlinBerlin program. Take me to the program of . Hier geht es zum Programm von Singapore Singapore .

Take me to the full program of Zum vollständigen Programm von Berlin Berlin .

This Session Diese Session belongs to the gehört zum Programm von MunichMunich and  und BerlinBerlin program. Take me to the current program of . Hier geht es zum aktuellen Programm von Munich Munich , Singapore Singapore or oder Berlin Berlin .

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