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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oil cap off engine inside cabin.2q8nikqi

ID: 75633164

Label: oil cap off engine inside cabin

Sample length: 10s

air leak.2qsj66p9

ID: 75633150

Label: air leak

Sample length: 3m 18s

air leak.2qsj4349

ID: 75633145

Label: air leak

Sample length: 21s

idling.2qsi9it3

ID: 75633157

Label: idling

Sample length: 21s

Background Noise.2qqg77a3

ID: 75633161

Label: Background Noise

Sample length: 10s

background noise.2qsjj947

ID: 75633140

Label: background noise

Sample length: 3m 18s

oil cap off engine inside cabin.2q8ngkdt

ID: 75633166

Label: oil cap off engine inside cabin

Sample length: 10s

air leak.2qsj2lmb

ID: 75633139

Label: air leak

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

467 ms.

Peak RAM usage

27.8K

Flash usage

221.7K

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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	21,074
No. of clones	20