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

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (39 samples)

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Background Noise.2qqg6i7t

ID: 75633165

Label: Background Noise

Sample length: 10s

air leak engine inside cabin.2q8ncuva

ID: 75633169

Label: air leak engine inside cabin

Sample length: 10s

oil cap off engine inside cabin.2q8nh9g4

ID: 75633170

Label: oil cap off engine inside cabin

Sample length: 10s

air leak engine inside cabin.2qsivgiq

ID: 75633143

Label: air leak engine inside cabin

Sample length: 21s

idling.2qsi9it3

ID: 75633157

Label: idling

Sample length: 21s

oil cap off engine inside cabin.2q8nhura

ID: 75633162

Label: oil cap off engine inside cabin

Sample length: 10s

idling.2qshkn5g

ID: 75633155

Label: idling

Sample length: 1s

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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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	16,441
No. of clones	18