Tad McAllister / alarm-detection v4 Public

Target: Cortex-M4F 80MHz Clone this project

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alarm-detection v4

Audio

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Data (28 samples)

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conversation.24jc5usk

ID: 45801014

Label: conversation

Sample length: 2s

background.24jboo18

ID: 45801021

Label: background

Sample length: 2s

fire alarm test at school2-clean-16.wav.24jbenke

ID: 45801043

Label: fire-alarm

Sample length: 10s

traffic.24jbtb6t

ID: 45801011

Label: traffic

Sample length: 2s

traffic.24jbtr2m

ID: 45801009

Label: traffic

Sample length: 2s

traffic.24jbt32e

ID: 45801012

Label: traffic

Sample length: 2s

Conducting the fire drill-clean-16.wav.24jber9s

ID: 45801048

Label: fire-alarm

Sample length: 10s

traffic.24jbs2km

ID: 45801016

Label: traffic

Sample length: 2s

Model accuracy, Time series data, Audio (Syntiant), Neural Network (Keras) (+syntiant block) (Unoptimized (float32))

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Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

Flash usage

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Dataset summary

Data collected

2m 36s

Sensor

audio @ 16KHz

Labels

background, conversation, fire-alarm, traffic

Project info

Project ID	48208
Project version	1
License	No license attached
No. of views	9,570
No. of clones	27