Salman Faris / running_faucet Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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running_faucet

Keyword spotting

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Data (361 samples)

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faucet.0v1kv0nt.s18

ID: 462672968

Label: faucet

Sample length: 1s

faucet.2uve69m6.s6

ID: 462673639

Label: faucet

Sample length: 1s

noise.7uv4etlp.s33

ID: 462671986

Label: noise

Sample length: 1s

faucet.0uv72luj.s4

ID: 462672874

Label: faucet

Sample length: 1s

faucet.0uv72luj.s26

ID: 462672750

Label: faucet

Sample length: 1s

noise.12v1ifgbh.s33

ID: 462672074

Label: noise

Sample length: 1s

noise.12v1ifgbh.s26

ID: 462672116

Label: noise

Sample length: 1s

noise.12v1ifgbh.s20

ID: 462672148

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

83.3%

Test set

94.6%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

417 ms.

Peak RAM usage

13.0K

Flash usage

30.8K

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Dataset summary

Data collected

7m 59s

Sensor

audio @ 16KHz

Labels

faucet, noise

Project info

Project ID	273686
Project version	2
License	Apache 2.0
No. of views	3,293
No. of clones	0