Naveen / Running_Faucet_Blues_Wireless Public

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

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Running_Faucet_Blues_Wireless

Audio

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Data (64 samples)

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faucet.3gg6s28s

ID: 147123376

Label: faucet

Sample length: 20s

noise.3gg6npns

ID: 147123378

Label: noise

Sample length: 20s

noise.3gg6mc1k

ID: 147123374

Label: noise

Sample length: 20s

faucet.1uv85g0u

ID: 147123422

Label: faucet

Sample length: 1m 0s

faucet.37driul3

ID: 147123400

Label: faucet

Sample length: 20s

noise.2uv2e67s

ID: 147123423

Label: noise

Sample length: 10s

faucet.37drh5ld

ID: 147123402

Label: faucet

Sample length: 20s

noise.37dr6rr5

ID: 147123408

Label: noise

Sample length: 20s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

95.1%

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

Latency

266 ms.

Peak RAM usage

14.8K

Flash usage

68.1K

Run this model

On any device

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Dataset summary

Data collected

31m 25s

Sensor

audio @ 16KHz

Labels

faucet, noise

Project info

Project ID	119084
Project version	1
License	Apache 2.0
No. of views	20,584
No. of clones	15