Eoin / AI Mechanic Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

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)

View all

idling.2qshkn5g

ID: 75633155

Label: idling

Sample length: 1s

idling.2qsie33u

ID: 75633154

Label: idling

Sample length: 1m 0s

normal engine inside cabin.2qsienhj

ID: 75633153

Label: normal engine inside cabin

Sample length: 21s

oil cap off engine inside cabin.2q8nhura

ID: 75633162

Label: oil cap off 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

idling.2qsi9it3

ID: 75633157

Label: idling

Sample length: 21s

idling.2qsi88vo

ID: 75633158

Label: idling

Sample length: 21s

normal engine inside cabin.2qsi3v93

ID: 75633156

Label: normal engine inside cabin

Sample length: 21s

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

Clone project

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	14,741
No. of clones	17