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.2qsiu8h1

ID: 75633142

Label: air leak engine inside cabin

Sample length: 21s

idling.2qsiat0n

ID: 75633151

Label: idling

Sample length: 21s

air leak engine inside cabin.2qsivgiq

ID: 75633143

Label: air leak engine inside cabin

Sample length: 21s

Background Noise.2qsj6mi0

ID: 75633144

Label: Background Noise

Sample length: 21s

Background Noise.2qsj7vbd

ID: 75633138

Label: Background Noise

Sample length: 21s

Background Noise.2qqg77a3

ID: 75633161

Label: Background Noise

Sample length: 10s

air leak.2qsj2lmb

ID: 75633139

Label: air leak

Sample length: 21s

normal engine inside cabin.2q8n8mk2

ID: 75633171

Label: normal 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	21,867
No. of clones	29