Tad McAllister / alarm-detection Public

Target: Cortex-M4F 80MHz Clone this project

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alarm-detection

Audio

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Data (28 samples)

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

ID: 28457062

Label: fire-alarm

Sample length: 10s

System Test 7-clean-16.wav.24jbeh1l

ID: 28457066

Label: fire-alarm

Sample length: 10s

traffic.24jbsp9a

ID: 28457052

Label: traffic

Sample length: 2s

background.24jbpm95

ID: 28457051

Label: background

Sample length: 2s

System test 14-clean-16.wav.24jbe9kd

ID: 28457063

Label: fire-alarm

Sample length: 10s

traffic.24jbtkhm

ID: 28457048

Label: traffic

Sample length: 2s

conversation.24jc69sq

ID: 28457040

Label: conversation

Sample length: 2s

background.24jbp03t

ID: 28457056

Label: background

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	29988
Project version	4
License	No license attached
No. of views	6,001
No. of clones	6