Aurelien Lequertier / Smoke Detector Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Smoke Detector

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (28 samples)

View all

meat.json.25ak9a28

ID: 30387406

Label: meat

Sample length: 10s

smoke.json.25akl4vj

ID: 30387407

Label: smoke

Sample length: 5s

smoke.json.25akju73

ID: 30387412

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

smoke.json.25akki2e

ID: 30387408

Label: smoke

Sample length: 5s

ambient.json.25ak02g2

ID: 30387403

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))

View 2 other experiments

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

Clone project

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	24,816
No. of clones	22