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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air leak engine inside cabin.2qsisr29

ID: 75633146

Label: air leak engine inside cabin

Sample length: 21s

Background Noise.2qqg77a3

ID: 75633161

Label: Background Noise

Sample length: 10s

oil cap off engine inside cabin.2q8nhura

ID: 75633162

Label: oil cap off engine inside cabin

Sample length: 10s

air leak engine inside cabin.2qsip043

ID: 75633149

Label: air leak engine inside cabin

Sample length: 21s

oil cap off engine inside cabin.2q8nh9g4

ID: 75633170

Label: oil cap off engine inside cabin

Sample length: 10s

oil cap off engine inside cabin.2q8ngkdt

ID: 75633166

Label: oil cap off engine inside cabin

Sample length: 10s

normal engine inside cabin.2qsi3v93

ID: 75633156

Label: normal engine inside cabin

Sample length: 21s

air leak engine inside cabin.2q8ncuva

ID: 75633169

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

455 ms.

Peak RAM usage

27.8K

Flash usage

221.7K

Run this model

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	18,516
No. of clones	19