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.2qsi6t3v

ID: 75633159

Label: idling

Sample length: 21s

air leak engine inside cabin.2qsiu8h1

ID: 75633142

Label: air leak engine inside cabin

Sample length: 21s

oil cap off engine inside cabin.2q8ngkdt

ID: 75633166

Label: oil cap off engine inside cabin

Sample length: 10s

background noise.2qsjj947

ID: 75633140

Label: background noise

Sample length: 3m 18s

Background Noise.2qqg6i7t

ID: 75633165

Label: Background Noise

Sample length: 10s

air leak.2qsj2lmb

ID: 75633139

Label: air leak

Sample length: 21s

air leak engine inside cabin.2qsiq99b

ID: 75633147

Label: air leak engine inside cabin

Sample length: 21s

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	13,567
No. of clones	17