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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noise.5nmhlasg

ID: 1774906656

Label: noise

Sample length: 10s

noise.5mphrdpl

ID: 1746540233

Label: noise

Sample length: 20s

water flow.5nmhuds6

ID: 1774909449

Label: water flow

Sample length: 10s

water flow.5mpkc379

ID: 1746540240

Label: water flow

Sample length: 20s

noise.5mh4vkap

ID: 1746540222

Label: noise

Sample length: 10s

water flow.5ov6u1b5

ID: 1806564453

Label: water flow

Sample length: 20s

noise.5nmicvud

ID: 1774912416

Label: noise

Sample length: 10s

noise.5o62f91g

ID: 1785660228

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

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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	430
No. of clones	0