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

villanova.json.25042h52

ID: 26841021

Label: whiskey

Sample length: 30s

americano_coffee.json.248dk2ol.json.2503q4dk

ID: 26841066

Label: coffee

Sample length: 29s

ambient.json.2469b40f.json.2503ucop

ID: 26841048

Label: ambient

Sample length: 29s

ambient.json.23mt23ab.json.25042g7l

ID: 26841031

Label: ambient

Sample length: 30s

coffee.json.248e0pa1.json.2503q4ij

ID: 26841057

Label: coffee

Sample length: 29s

coffee_powder_pellini.json.2468e7lc.json.2503ud4o

ID: 26841044

Label: coffee

Sample length: 29s

coffee_powder_pellini.json.24689rl1.json.25042h2j

ID: 26841015

Label: coffee

Sample length: 29s

whiskey.json.23msuo0d.json.25042hiv

ID: 26841009

Label: whiskey

Sample length: 30s

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	37,197
No. of clones	331