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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idling.2qshkn5g

ID: 75633155

Label: idling

Sample length: 1s

idling.2qsi88vo

ID: 75633158

Label: idling

Sample length: 21s

air leak engine inside cabin.2qsiu8h1

ID: 75633142

Label: air leak engine inside cabin

Sample length: 21s

normal engine inside cabin.2q8n8mk2

ID: 75633171

Label: normal engine inside cabin

Sample length: 10s

air leak.2qsj2lmb

ID: 75633139

Label: air leak

Sample length: 21s

idling.2qsi6t3v

ID: 75633159

Label: idling

Sample length: 21s

air leak engine inside cabin.2qsisr29

ID: 75633146

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

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	21,505
No. of clones	21