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.24jc738k

ID: 45801006

Label: conversation

Sample length: 2s

conversation.24jc69sq

ID: 45801013

Label: conversation

Sample length: 2s

System Test 29-clean-16.wav.24jbeoaa

ID: 45801047

Label: fire-alarm

Sample length: 10s

background.24jboo18

ID: 45801021

Label: background

Sample length: 2s

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

ID: 45801049

Label: fire-alarm

Sample length: 10s

background.24jbqv0k

ID: 45801017

Label: background

Sample length: 2s

background.24jbo0mn

ID: 45801023

Label: background

Sample length: 2s

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

ID: 45801050

Label: fire-alarm

Sample length: 10s

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	11,335
No. of clones	27