Thomas Garcia / vacuum-recognition-demo Public

Target: Cortex-M4F 80MHz 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.

vacuum-recognition-demo

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 (76 samples)

View all

noise.DLIVING.8.1280000-1440000.wav.23q8e8v5

ID: 28199637

Label: noise

Sample length: 10s

vacuum.VacuumCleaner_7.2.320000-480000.wav.23q8edp4

ID: 28199609

Label: vacuum

Sample length: 10s

vacuum.VacuumCleaner_1.1.160000-320000.wav.23q8ea9d

ID: 28199627

Label: vacuum

Sample length: 10s

noise.Babble_2.32.5120000-5280000.wav.23q8e375

ID: 28199651

Label: noise

Sample length: 10s

vacuum.VacuumCleaner_8.9.1440000-1600000.wav.23q8ef50

ID: 28199604

Label: vacuum

Sample length: 10s

vacuum.VacuumCleaner_7.0.0-160000.wav.23q8edgv

ID: 28199617

Label: vacuum

Sample length: 10s

vacuum.VacuumCleaner_9.2.320000-480000.wav.23q8ef6m

ID: 28199598

Label: vacuum

Sample length: 10s

noise.AirConditioner_9.28.4480000-4640000.wav.23q8e3ar

ID: 28199646

Label: noise

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

96.5%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

29 ms.

Peak RAM usage

7.0K

Flash usage

33.3K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

12m 40s

Sensor

audio @ 16KHz

Labels

noise, vacuum

Project info

Project ID	31815
Project version	2
License	No license attached
No. of views	16,669
No. of clones	31