bautimercado / iot2025-trabajofinal-ventilador Public

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

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iot2025-trabajofinal-ventilador

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Data (225 samples)

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fan-anomally-40

ID: 1983609320

Label: anomally

Sample length: 4s

fan-off-35

ID: 1983586650

Label: off

Sample length: 4s

fan-normal-39

ID: 1983585077

Label: normal

Sample length: 4s

fan-normal-05

ID: 1983500247

Label: normal

Sample length: 4s

fan-anomally-87

ID: 1992905348

Label: anomally

Sample length: 4s

fan-anomally-74

ID: 1992903888

Label: anomally

Sample length: 4s

fan-normal-26

ID: 1983584795

Label: normal

Sample length: 4s

fan-normal-60

ID: 1992898143

Label: normal

Sample length: 4s

Model accuracy, Impulse #2 (Unoptimized (float32))

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Validation set

94.4%

Test set

93.3%

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

Latency

87 ms.

Peak RAM usage

5.4K

Flash usage

18.8K

Run this model

On any device

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Dataset summary

Data collected

15m 0s

Sensors

accX, accY, accZ, micSignal @ 100Hz

Labels

anomally, normal, off

Project info

Project ID	727889
License	3-Clause BSD
No. of views	39
No. of clones	0