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This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.
AI-Based Mechanical Anomaly Detector (Audio)
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.
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Dataset summary
Data collected
2m 8sSensor
audio @ 8KHzLabels
anomaly, normalProject info
| Project ID | 336608 |
| Project version | 1 |
| License | Apache 2.0 |
| No. of views | 8,500 |
| No. of clones | 4 |
