Cram deep learning in your pocket with these clever hacks. Discover how to stuff artificial neural networks into your favorite underpowered microcontroller! Rad video about my Somatic data glove: https://www.youtube.com/watch?v=6raRftH9yxM Download my gawd-awful code: https://github.com/ZackFreedman/Somatic I'm on the Instagram! Come look at my projects: https://www.instagram.com/zackfreedman/ Recipe for an Artificial Neural Network (Blue Mai Tai): 1.5oz hidden layers (white rum) 1oz transfer functions (fresh-squeezed lime juice) 0.75oz training data (blue curacao) 0.5oz input/output layers (Plymouth or American gin) 0.5oz validation data (orgeat) 1. Fit the model to the training data (shake all ingredients with a handful of crushed ice) 2. Load trained model in TensorFlow (pour into tall glass, ice and all) 3. Optional: Convert model to TensorFlow Lite (strain drink into a smaller glass) 4. Optional: Embed in firmware and run with TF Lite for Microcontrollers (strain into an even smaller glass, discarding excess) 5. Optional: Verify accuracy of quantized model (garnish with cocktail umbrella) 6. Run inference with the model (drink) I learned this stuff from "TinyML: Machine Learning with TensorFlow Lite on Arduino and Ultra-Low-Power Microcontrollers" by Pete Warden and Daniel Situnayake. Jeez, O'Reilly, what a title. You can read the important bits RIGHT NOW on Google Books: https://books.google.com/books?id=tH3EDwAAQBAJ Thanks to my gorgeous wife Brooke for her tireless help in filming, editing, and cocktail testing. Licensed and public domain assets: Glass break, explosion, horror atmosphere SFX - ZapSplat.com Interference SFX - Partners in Rhyme "Self Driving" by Sro - FreeMusicArchive.org "Colonel Bogey March" - Wikimedia Foundation Thomas the Jerk Engine voice clips - TTSMP3.com Russian EVA GoPro footage - Public domain, DL'ed from Archive.org "Incredible Machine" - Public domain, DL'ed from Archive.org "Threads of Technology" - Public domain, DL'ed from Archive.org "Zip Codes with the Swingin 6" - Public domain, DL'ed from Archive.org TV glitch stock footage - Videezy Copyright holders: "Scanners" - Criterion Collection Thomas the Tank Engine - Gullane Ltd Juicero - Who knows. Some VC? "Nope" voice sample - Valve Inc.