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

vacuum.VacuumCleaner_5.1.160000-320000.wav.23q8eaha

ID: 28199619

Label: vacuum

Sample length: 10s

vacuum.VacuumCleaner_8.0.0-160000.wav.23q8ee6b

ID: 28199612

Label: vacuum

Sample length: 10s

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

ID: 28199598

Label: vacuum

Sample length: 10s

vacuum.VacuumCleaner_3.1.160000-320000.wav.23q8eaj3

ID: 28199621

Label: vacuum

Sample length: 10s

noise.Babble_1.7.1120000-1280000.wav.23q8e38f

ID: 28199650

Label: noise

Sample length: 10s

noise.Babble_10.37.5920000-6080000.wav.23q8e3uf

ID: 28199640

Label: noise

Sample length: 10s

noise.DWASHING.27.4320000-4480000.wav.23q8ea6n

ID: 28199628

Label: noise

Sample length: 10s

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

ID: 28199617

Label: vacuum

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

On any device

Clone project

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	14,493
No. of clones	31