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_1.2.320000-480000.wav.23q8eac0

ID: 28199625

Label: vacuum

Sample length: 10s

noise.AirConditioner_2.9.1440000-1600000.wav.23q8e34o

ID: 28199656

Label: noise

Sample length: 10s

vacuum.VacuumCleaner_8.4.640000-800000.wav.23q8eek0

ID: 28199610

Label: vacuum

Sample length: 10s

noise.DWASHING.26.4160000-4320000.wav.23q8e9qk

ID: 28199629

Label: noise

Sample length: 10s

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

ID: 28199637

Label: noise

Sample length: 10s

vacuum.VacuumCleaner_8.1.160000-320000.wav.23q8eefh

ID: 28199611

Label: vacuum

Sample length: 10s

noise.Babble_6.31.4960000-5120000.wav.23q8e3st

ID: 28199641

Label: noise

Sample length: 10s

vacuum.VacuumCleaner_2.0.0-160000.wav.23q8eaa1

ID: 28199626

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

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	15,701
No. of clones	31