Aurelien Lequertier / Smoke Detector Public

Target: Cortex-M4F 80MHz Clone this project

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Smoke Detector

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Data (28 samples)

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meat.json.25akajjn

ID: 30387418

Label: meat

Sample length: 10s

smoke.json.25akkrdd

ID: 30387409

Label: smoke

Sample length: 5s

meat.json.25akb36f

ID: 30387416

Label: meat

Sample length: 10s

ambient.json.25akho50

ID: 30387413

Label: ambient

Sample length: 10s

ambient.json.25ajrkg4

ID: 30387422

Label: ambient

Sample length: 10s

meat.json.25ak9oph

ID: 30387417

Label: meat

Sample length: 10s

meat.json.25ak8rp4

ID: 30387419

Label: meat

Sample length: 10s

smoke.json.25akk7dm

ID: 30387410

Label: smoke

Sample length: 5s

Model accuracy, Time series data, Raw Data, Raw Data, Raw Data, Neural Network (Keras) #1 (Unoptimized (float32))

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Validation set

100.0%

Test set

100.0%

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

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

14.9K

Run this model

On any device

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Dataset summary

Data collected

3m 48s

Sensors

CO2, TVOC, Humidity @ 2Hz

Labels

ambient, meat, smoke

Project info

Project ID	31378
Project version	1
License	BSD 3-Clause Clear
No. of views	28,748
No. of clones	22