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

oil cap off engine inside cabin.2q8nhura

ID: 75633162

Label: oil cap off engine inside cabin

Sample length: 10s

idling.2qsiat0n

ID: 75633151

Label: idling

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 engine inside cabin.2qsj1dsi

ID: 75633141

Label: air leak engine inside cabin

Sample length: 21s

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

air leak.2qsj2lmb

ID: 75633139

Label: air leak

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	15,935
No. of clones	18