Fernando / Sane.AI.Spectrogram v3 Public

Target: ECO Clone this project

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Sane.AI.Spectrogram v3

Audio

ECO5000 Leak_Detection

About this project

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Data (118 samples)

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VVVV27HS

ID: 2400912339

Label: Leak

Sample length: 5s

00241_20180818_1445_filted

ID: 2400912385

Label: No_leak

Sample length: 10s

VVV26007

ID: 2400912328

Label: Leak

Sample length: 5s

VRVVV569

ID: 2400912326

Label: Leak

Sample length: 5s

07645_20170513_1145_filted

ID: 2400912386

Label: No_leak

Sample length: 20s

07642_20190114_1145_filted

ID: 2400912382

Label: No_leak

Sample length: 10s

VVV2T899

ID: 2400912330

Label: Leak

Sample length: 5s

VVVV3YCC

ID: 2400912342

Label: Leak

Sample length: 5s

Model accuracy, spectrogram (Unoptimized (float32))

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Validation set

100.0%

Test set

86.4%

On-device performance (ECO, Quantized (int8))

Latency

2 ms.

Peak RAM usage

11.2K

Flash usage

170.7K

Run this model

On any device

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Dataset summary

Data collected

11m 29s

Sensor

audio @ 48KHz

Labels

Leak, No_leak

Project info

Project ID	833889
License	3-Clause BSD
No. of views	83
No. of clones	6