Edge Impulse Experts / AI-Based Mechanical Anomaly Detector (Audio) Public

AI-Based Mechanical Anomaly Detector (Audio)

Audio
BLE PCB mechanical anomaly industrial Beetle ESP32-C3

About this project

This neural network model detects sound-based mechanical anomalies:

  • normal
  • anomaly

After building my neural network model, I deployed my model as a fully optimized and customizable Arduino library and uploaded it to Beetle ESP32-C3. Also, I developed an Android application from scratch to notify the user of the detected anomalies.

home_7.jpg

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ANOMALY_01_11_2024_06_22_40

Run this model

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Dataset summary

Data collected
2m 8s
Sensor
audio @ 8KHz
Labels
anomaly, normal

Project info

Project ID 336608
Project version 1
License Apache 2.0
No. of views 8,064
No. of clones 4