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It's finally done! Our
#TinyML book has been sent for printing
@petewarden and I can't wait to see what you think of it
The finished ebook will be available later this week, and print books will start appearing within a month. More details here
https://www.amazon.com/TinyML-Learning-TensorFlow-Ultra-Low-Micro-Controllers/dp/1492052043 …pic.twitter.com/ClbQVccAMA
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Squeezing keyword spotting into 16KB with ~91% accuracy using Kronecker decomposition https://community.arm.com/developer/research/b/articles/posts/taking-constrained-ml-to-the-next-level …
#TinyML -
Just finished reading Making Embedded Systems by
@logicalelegance—there's so much hard-won wisdom in here! Great for any software engineer looking to level up their embedded chops (like... me). Pairs well with our#TinyML book
https://www.amazon.com/Making-Embedded-Systems-Patterns-Software/dp/1449302149 …pic.twitter.com/I5w7Ljbbnn
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Just published a
@particle library for doing embedded ML inferencing with TensorFlow Lite! https://github.com/bsatrom/Particle_TensorFlowLite …#tinyML cc@petewarden@dansituPrikaži ovu nit -
A CLUE! TinyML is a giant opportunity https://venturebeat.com/2020/01/11/why-tinyml-is-a-giant-opportunity/ … ... easiest way to do machine learning with edge devices
@arduino with@adafruit@VentureBeat@petewarden@dansitu@TensorFlow#tinyml (latest board silk!) pic.twitter.com/u8QqcjnhL4 -
In a recent
@IEEESpectrum article, learn how engineers are taking machine learning to the smallest microprocessors, while facing challenges in energy consumption, compressing neural networks, and privacy practices. http://bit.ly/35RWv4J#tinyML#neuralnetworks#machinelearningpic.twitter.com/M92g49Gs6d
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“Machine Learning on an ATtiny85?” by me for
@HacksterIO. Doing tiny machine learning on even tinier processors with#MicroML. Inferencing using#SVM in just 21 bytes on an#ATtiny85.#MachineLearning#TinyML https://www.hackster.io/news/machine-learning-on-an-attiny85-778e5624f544 … -
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Great overview on how to make your models smaller and more efficient by
@jamesonthecrow. From model distilling to The Lottery Ticket Hypothesis and way more! - Deep learning has a size problem https://heartbeat.fritz.ai/deep-learning-has-a-size-problem-ea601304cd8 … Especially kudos to so many references to papers!#tinyML pic.twitter.com/CumKxKw8aD
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Skiing would be a pretty epic place to apply
#TinyML—imagine skis that give feedback on your turns, boots that adjust flex based on how you're skiing, or goggles that change tint to help you see better in a blizzard
pic.twitter.com/mFaH0kMR4h
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Happy holidays from
@EdgeImpulse
! We're getting ready to launch our developer preview, bringing Machine Learning to all developers. Here's a sneak peek of the product: https://www.linkedin.com/pulse/happy-holidays-from-edge-impulse-sneak-peek-where-meet-jan-jongboom/ … #tinyml -
Great class on training and deploying ML gesture recognition using
@TensorFlow on@Arduino at#TFWorld#TinyML . Material http://bit.ly/2BcaJAs pic.twitter.com/fuwiPrfh3K
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Learn more about Edge Impulse and sign up for our developer preview interest list: http://edgeimpulse.com
#machinelearning#tinyml@janjongboom@petewardenpic.twitter.com/E8pjA0xyjG
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I deployed this code/tutorial on my ESP32 and it seems to work fine, now I have to make it from scratch to figure out what's going on under the hood.
#TinyML https://github.com/wezleysherman/ESP32-TensorFlow-Lite-Sample … https://towardsdatascience.com/tensorflow-meet-the-esp32-3ac36d7f32c7 …pic.twitter.com/Zu1aCjh5PP
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On our Radar:
#TinyML. The challenges and opportunities of low-power ML applications https://oreil.ly/aH2OF -
More
#tinyML on@particle, this time outputting the results of the sine wave model to an@Adafruit TFT FeatherWing. H/T to Adafruit for the inspiration during this week’s Machine Learning Monday!pic.twitter.com/IoSqUoXHcm -
Testing
#TensorFlow in a@esp32com. It's amazing a tiny ML model on a MCU trained to predict sin values(
X [0-2π],
predicted value). I hope write a post about this soon!,
@petewarden@dansitu#TinyML pic.twitter.com/kuk2mZPaNo -
Our first Bay Area
#tinyML meetup of 2020 will be happening next Tuesday, Jan 28th, at@latticesemi in San Jose. Sign up athttps://www.meetup.com/tinyML-Enabling-ultra-low-Power-ML-at-the-Edge/events/267258149/ … -
Love this
#TinyML partnership with@Google@TensorFlow. Do you want to learn more? Come join our#TechCon workshop with@petewarden - https://www.armtechcon.com/agenda/?search=1383#/ …pic.twitter.com/OAoyk4zXpp
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I was playing around with
#TinyML today. I learned how to develop a TensorFlow neural network model, convert it to TensorFlow Lite, and eventually a C file to deploy on a microcontroller. pic.twitter.com/NLlFR99sSm
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