Edge Impulse Inc. / Glass breaking Public

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Glass breaking

Keyword spotting

About this project

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Data (1,272 samples)

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output000000375

ID: 289636825

Label: Background

Sample length: 3s

output000000216

ID: 289637010

Label: Background

Sample length: 3s

output000000136

ID: 289636619

Label: Background

Sample length: 3s

output000000450

ID: 289636882

Label: Background

Sample length: 3s

output000001154

ID: 289636440

Label: Background

Sample length: 3s

output000000241

ID: 289636722

Label: Background

Sample length: 3s

output000000925

ID: 289636268

Label: Background

Sample length: 3s

output000000084

ID: 289636978

Label: Background

Sample length: 3s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

201 ms.

Peak RAM usage

24.7K

Flash usage

28.9K

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Dataset summary

Data collected

1h 3m 7s

Sensor

audio @ 44.1KHz

Labels

Background, Glass_Breaking

Project info

Project ID	233502
Project version	1
License	BSD 3-Clause Clear
No. of views	151,618
No. of clones	58