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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output000000063

ID: 289636577

Label: Background

Sample length: 3s

output000000457

ID: 289636891

Label: Background

Sample length: 3s

output000001060

ID: 289636371

Label: Background

Sample length: 3s

output000000323

ID: 289636769

Label: Background

Sample length: 3s

output000000885

ID: 289636230

Label: Background

Sample length: 3s

output000001022

ID: 289636347

Label: Background

Sample length: 3s

output000000015

ID: 289636970

Label: Background

Sample length: 3s

output000000905

ID: 289636502

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	137,031
No. of clones	51