Eoin / AI Mechanic Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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AI Mechanic

AI Mechanic the car whisperer

Audio

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (39 samples)

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oil cap off engine inside cabin.2q8nikqi

ID: 75633164

Label: oil cap off engine inside cabin

Sample length: 10s

idling.2qsie33u

ID: 75633154

Label: idling

Sample length: 1m 0s

oil cap off engine inside cabin.2q8nhura

ID: 75633162

Label: oil cap off engine inside cabin

Sample length: 10s

air leak engine inside cabin.2qsivgiq

ID: 75633143

Label: air leak engine inside cabin

Sample length: 21s

air leak engine inside cabin.2qsirhus

ID: 75633148

Label: air leak engine inside cabin

Sample length: 21s

air leak engine inside cabin.2q8ndl7k

ID: 75633168

Label: air leak engine inside cabin

Sample length: 10s

air leak.2qsitsbp

ID: 75633152

Label: air leak

Sample length: 3m 18s

air leak.2qsj66p9

ID: 75633150

Label: air leak

Sample length: 3m 18s

Model accuracy (Unoptimized (float32))

Validation set

79.4%

Test set

0.0%

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

455 ms.

Peak RAM usage

27.8K

Flash usage

221.7K

Run this model

On any device

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Dataset summary

Data collected

19m 41s

Sensor

audio @ 16KHz

Labels

air leak, air leak engine inside cabin, background noise, Background Noise, idling, normal engine inside cabin, oil cap off engine inside cabin

Project info

Project ID	69300
Project version	4
License	No license attached
No. of views	18,159
No. of clones	19