zhiyu Cao / test2 Public

Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) Clone this project

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test2

Keyword spotting

About this project

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Data (94 samples)

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water flow.5mpj49fe.s7

ID: 1746540794

Label: water flow

Sample length: 2s

noise.5o628ilm

ID: 1785659810

Label: noise

Sample length: 10s

water flow.5o6b4201

ID: 1785705656

Label: water flow

Sample length: 20s

water flow.5mpj49fe.s4

ID: 1746540791

Label: water flow

Sample length: 1s

noise.5o6ac2d4

ID: 1785699048

Label: noise

Sample length: 10s

noise.5o6df73e

ID: 1785710496

Label: noise

Sample length: 20s

noise.5mphrdpl

ID: 1746540233

Label: noise

Sample length: 20s

noise.5o62caed

ID: 1785660166

Label: noise

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

99.7%

Test set

On-device performance (Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz), Quantized (int8))

Latency

260 ms.

Peak RAM usage

19.8K

Flash usage

32.7K

Run this model

On any device

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Dataset summary

Data collected

18m 13s

Sensor

audio @ 16KHz

Labels

noise, water flow

Project info

Project ID	651744
License	3-Clause BSD
No. of views	423
No. of clones	0