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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normal engine inside cabin.2qsi3v93

ID: 75633156

Label: normal 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.2qsj2lmb

ID: 75633139

Label: air leak

Sample length: 21s

Background Noise.2qqg7sbg

ID: 75633163

Label: Background Noise

Sample length: 10s

normal engine inside cabin.2q8nagl9

ID: 75633167

Label: normal engine inside cabin

Sample length: 10s

background noise.2qsjj947

ID: 75633140

Label: background noise

Sample length: 3m 18s

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

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	13,631
No. of clones	17