varunsontakke80 / Jal-Rakshak-Acoustic-Leak-Detection Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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Jal-Rakshak-Acoustic-Leak-Detection

Keyword spotting

Audio

About this project

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Data (88 samples)

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baseline_056

ID: 2937153334

Label: Noise

Sample length: 10s

009

ID: 2937126696

Label: Leak

Sample length: 1m 0s

baseline_040

ID: 2937153124

Label: Noise

Sample length: 10s

baseline_009

ID: 2937152798

Label: Noise

Sample length: 10s

baseline_016

ID: 2937152890

Label: Noise

Sample length: 10s

baseline_043

ID: 2937153183

Label: Noise

Sample length: 10s

baseline_055

ID: 2937153378

Label: Noise

Sample length: 10s

baseline_059

ID: 2937153349

Label: Noise

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

99.7%

Test set

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

4 ms.

Flash usage

26.3K

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Dataset summary

Data collected

23m 18s

Sensor

audio @ 16KHz

Labels

Leak, Noise

Project info

Project ID	1022382
License	3-Clause BSD
No. of views	878
No. of clones	0