Sumit Kumar
Published © MIT

TinyML Gearbox Fault Prediction on a $4 MCU

How to apply tinyML approach to detect broken tooth conditions in the gearbox based upon recorded vibration data.

BeginnerFull instructions provided6 hours1,728

Things used in this project

Hardware components

Raspberry Pi Pico
Raspberry Pi Pico
Raspberry Pi Pico is a tiny, fast, and versatile board built using RP2040, a brand new microcontroller chip designed by Raspberry Pi in the UK.
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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

Circuit

Code

Source Code

Credits

Sumit Kumar
32 projects • 98 followers
21 y/o | Computer Vision Engineer(R&D) @VisAI Labs | Image Processing @e-conSystems | Ex-Embedded AI Engineer @Neuton.ai

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