Operácie

TinyML: Rozdiel medzi revíziami

Z SensorWiki

(6 medziľahlých úprav od rovnakého používateľa nie je zobrazených.)
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
 
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* '''Massimo Banzi:''' ''[https://www.youtube.com/watch?v=mj2J445pdNc Easy TinyML with Arduino: taking advantage of ML right where things are happening]''. (video)
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** Recomended book https://www.oreilly.com/library/view/tinyml/9781492052036/
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** Tutorials https://github.com/arduino/ArduinoTensorFlowLiteTutorials
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** Hardware
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*** Arduino BLE Sense
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*** Arduino Portenta
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*** STM32
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*** Open MV + vyvojove prostredie  https://openmv.io/
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** AI for Embedded Systems by Fraunhofer aifes.ai https://www.ims.fraunhofer.de/en/Business-Unit/Industry/Industrial-AI/Artificial-Intelligence-for-Embedded-Systems-AIfES.html and https://blog.arduino.cc/2021/07/06/aifes-is-an-ai-ml-framework-written-in-c-for-even-the-smallest-microcontrollers/
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** Edge Impulse https://docs.edgeimpulse.com/docs
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** Queexo https://github.com/qeexo/Qeexo_AutoML_Arduino_Nano33BLE_pub
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** https://experiments.withgoogle.com/
  
 
'''Hardware'''
 
'''Hardware'''
Riadok 33: Riadok 44:
 
* https://www.edgeimpulse.com/
 
* https://www.edgeimpulse.com/
 
* https://cartesiam.ai/
 
* https://cartesiam.ai/
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'''Aplikáce'''
 
'''Aplikáce'''
  
 
* https://create.arduino.cc/projecthub/manivannan/driver-braking-analyzer-a-tinyml-model-using-edge-impulse-b1f749
 
* https://create.arduino.cc/projecthub/manivannan/driver-braking-analyzer-a-tinyml-model-using-edge-impulse-b1f749
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'''Všeobecne o AI, teória a matematika'''
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* Kurz https://course.elementsofai.com/
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* https://towardsdatascience.com/understanding-the-mathematics-behind-gradient-descent-dde5dc9be06e
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* https://experiments.withgoogle.com/

Verzia zo dňa a času 08:36, 24. august 2021

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