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.1uv85g0u.s8

ID: 462673316

Label: faucet

Sample length: 1s

faucet.0uv98b40.s14

ID: 462672638

Label: faucet

Sample length: 1s

noise.7uv4etlp.s38

ID: 462671964

Label: noise

Sample length: 1s

noise.12v1ifgbh.s26

ID: 462672116

Label: noise

Sample length: 1s

faucet.1uv85g0u.s1

ID: 462673385

Label: faucet

Sample length: 1s

faucet.0uv98b40.s6

ID: 462672681

Label: faucet

Sample length: 1s

faucet.0uv72luj.s41

ID: 462672703

Label: faucet

Sample length: 1s

noise.13v1ivqjs.s34

ID: 462672257

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	4,425
No. of clones	0