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.2468n5en.json.2503ucno

ID: 26841051

Label: ambient

Sample length: 29s

ambient.json.2466gh2r.json.25042gei

ID: 26841028

Label: ambient

Sample length: 29s

espresso_cup.json.246c27g0.json.2503udc4

ID: 26841037

Label: coffee

Sample length: 29s

coffee_powder_pellini.json.2468caed.json.25042gnl

ID: 26841024

Label: coffee

Sample length: 29s

ambient.json.2469b40f.json.2503ucop

ID: 26841048

Label: ambient

Sample length: 29s

ambient.json.2469coq0.json.2503ucqv

ID: 26841046

Label: ambient

Sample length: 29s

villanova.json.24663t94.json.25042h78

ID: 26841018

Label: whiskey

Sample length: 29s

coffee_powder_pellini.json.2468jmja.json.2503ud9n

ID: 26841040

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	34,623
No. of clones	325