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

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Data (39 samples)

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air leak engine inside cabin.2q8ndl7k

ID: 75633168

Label: air leak engine inside cabin

Sample length: 10s

idling.2qshkn5g

ID: 75633155

Label: idling

Sample length: 1s

idling.2qsiat0n

ID: 75633151

Label: idling

Sample length: 21s

Background Noise.2qqg7sbg

ID: 75633163

Label: Background Noise

Sample length: 10s

air leak engine inside cabin.2qsj1dsi

ID: 75633141

Label: air leak engine inside cabin

Sample length: 21s

Background Noise.2qqg6i7t

ID: 75633165

Label: Background Noise

Sample length: 10s

idling.2qsi88vo

ID: 75633158

Label: idling

Sample length: 21s

oil cap off engine inside cabin.2q8nh9g4

ID: 75633170

Label: oil cap off engine inside cabin

Sample length: 10s

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

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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	15,345
No. of clones	17