kartben / artificial_nose 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.

artificial_nose

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 (63 samples)

View all

ambient.json.23msl677.json.25042g6l

ID: 26841035

Label: ambient

Sample length: 30s

coffee_powder_pellini.json.2469e80f.json.2503udhr

ID: 26841036

Label: coffee

Sample length: 29s

americano_coffee.json.248dj1l1.json.2503q49e

ID: 26841067

Label: coffee

Sample length: 29s

ambient.json.2466gh2r.json.25042gei

ID: 26841028

Label: ambient

Sample length: 29s

coffee.json.248dvigt.json.2503q4gb

ID: 26841061

Label: coffee

Sample length: 29s

villanova.json.24665f44.json.25042hg6

ID: 26841013

Label: whiskey

Sample length: 29s

ambient.json.24672ihg.json.25042gjo

ID: 26841027

Label: ambient

Sample length: 29s

coffee.json.248e0pa1.json.2503q4ij

ID: 26841057

Label: coffee

Sample length: 29s

Model accuracy (Unoptimized (float32))

Validation set

99.7%

Test set

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

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

15.0K

Run this model

On any device

Clone project

Dataset summary

Data collected

39m 21s

Sensors

Nitrogen dioxide, Carbon monoxide, Ethyl alcohol, Volatile organic compounds @ 10Hz

Labels

ambient, coffee, whiskey

Project info

Project ID	2389
Project version	6
License	No license attached
No. of views	29,694
No. of clones	321