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.25akbtt5

ID: 30387404

Label: meat

Sample length: 10s

ambient.json.25ak02g2

ID: 30387403

Label: ambient

Sample length: 10s

ambient.json.25ak1nlh

ID: 30387420

Label: ambient

Sample length: 10s

meat.json.25ak9a28

ID: 30387406

Label: meat

Sample length: 10s

meat.json.25ak8rp4

ID: 30387419

Label: meat

Sample length: 10s

smoke.json.25akjc1l

ID: 30387411

Label: smoke

Sample length: 5s

ambient.json.25ak0k3t

ID: 30387423

Label: ambient

Sample length: 10s

ambient.json.25ajrkg4

ID: 30387422

Label: ambient

Sample length: 10s

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

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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	25,689
No. of clones	22