Sumit Kumar
Published © MIT

AI for ‌Truck APS Failure Detection ‌on‌ ‌a‌ ‌$4 MCU

How to apply the TinyML approach to detect truck failure related to the Air Pressure System (APS) in a timely manner.

BeginnerFull instructions provided10 hours2,077

Things used in this project

Hardware components

Raspberry Pi Pico
Raspberry Pi Pico
×1
ARM Cortex-M0
×1
Bosch Sensortec Technology
×1
Arduino Mega 2560
Arduino Mega 2560
AVR RICS(MIPS) , architecture MIPS, belongs to Microchip
×1

Software apps and online services

Neuton
Neuton Tiny ML Neuton
Automatically build extremely tiny and explainable models without any coding and machine learning background and embed them into any microcontroller
Arduino IDE
Arduino IDE

Story

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Schematics

Raspberry Pico

Pin Connection

Code

Codes

Credits

Sumit Kumar

Sumit Kumar

32 projects • 94 followers
19 y/o. My daily routine involves dealing with electronics, code, distributed storage and cloud APIs.

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