Thomas Garcia / vacuum-recognition-demo Public

Target: Cortex-M4F 80MHz Clone this project

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vacuum-recognition-demo

Audio

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Data (76 samples)

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

ID: 28199656

Label: noise

Sample length: 10s

noise.DWASHING.33.5280000-5440000.wav.23q8ea7h

ID: 28199632

Label: noise

Sample length: 10s

noise.Babble_4.35.5600000-5760000.wav.23q8e3jb

ID: 28199644

Label: noise

Sample length: 10s

noise.AirConditioner_2.16.2560000-2720000.wav.23q8e34n

ID: 28199655

Label: noise

Sample length: 10s

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

ID: 28199617

Label: vacuum

Sample length: 10s

noise.AirConditioner_9.12.1920000-2080000.wav.23q8e38d

ID: 28199653

Label: noise

Sample length: 10s

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

ID: 28199612

Label: vacuum

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

On any device

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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	13,728
No. of clones	31