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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background.24jbq7se

ID: 28457050

Label: background

Sample length: 2s

Simplex 4051 in 4002 california Code-clean-16.wav.24jbek1i

ID: 28457059

Label: fire-alarm

Sample length: 10s

traffic.24jbsp9a

ID: 28457052

Label: traffic

Sample length: 2s

System Test 8-clean-16.wav.24jbei8g

ID: 28457064

Label: fire-alarm

Sample length: 10s

traffic.24jbs2km

ID: 28457053

Label: traffic

Sample length: 2s

background.24jbqv0k

ID: 28457054

Label: background

Sample length: 2s

System Test 19-clean-16.wav.24jbejtr

ID: 28457058

Label: fire-alarm

Sample length: 10s

traffic.24jbt32e

ID: 28457046

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	29988
Project version	4
License	No license attached
No. of views	5,533
No. of clones	6