TinyML: Rozdiel medzi revíziami
Z SensorWiki
Riadok 8: | Riadok 8: | ||
** Tutorial https://github.com/arduino/ArduinoTensorFlowLiteTutorials | ** Tutorial https://github.com/arduino/ArduinoTensorFlowLiteTutorials | ||
* tinyML Youtube Channel https://youtube.com/tinyML | * tinyML Youtube Channel https://youtube.com/tinyML | ||
− | * Easy TinyML with Arduino: taking advantage of ML right where things are happening https://www. | + | * Massimo Banzi: ''[https://www.youtube.com/watch?v=mj2J445pdNc Easy TinyML with Arduino: taking advantage of ML right where things are happening]''. (video) |
+ | ** Recomended book https://www.oreilly.com/library/view/tinyml/9781492052036/ | ||
+ | ** Tutorials https://github.com/arduino/ArduinoTensorFlowLiteTutorials | ||
+ | ** Hardware | ||
+ | *** Arduino BLE Sense | ||
+ | *** Arduino Portenta | ||
+ | *** STM32 | ||
Verzia zo dňa a času 07:03, 24. august 2021
Postupne:
tinyML Talks
- Pete Warden: Getting started with TinyML https://youtu.be/soOM1F70Boc
- tinymlbook.com (prvych 6 kapitol zadarmo)
- Massimo Banzi: tiny machine learning with Arduino https://youtu.be/y7S_n1AT5sM
- tinyML Youtube Channel https://youtube.com/tinyML
- Massimo Banzi: Easy TinyML with Arduino: taking advantage of ML right where things are happening. (video)
- Recomended book https://www.oreilly.com/library/view/tinyml/9781492052036/
- Tutorials https://github.com/arduino/ArduinoTensorFlowLiteTutorials
- Hardware
- Arduino BLE Sense
- Arduino Portenta
- STM32
Hardware
- Arduino Nano 33 BLE Sense
- Arduino Portenta H7
- https://store.arduino.cc/portenta-h7 + vision shield
- Sparkfun Edge
- Adafruit
Software
- Main: https://www.tensorflow.org/lite/microcontrollers
- Arduino: Arduino Tensor Flow library with 4 builtin examples
- https://github.com/uTensor/uTensor/
- https://www.edgeimpulse.com/
- https://cartesiam.ai/
Aplikáce
Všeobecne o AI, teória a matematika