kartben / artificial_nose Public

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artificial_nose

About this project

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Data (63 samples)

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coffee_powder_pellini.json.2468caed.json.25042gnl

ID: 26841024

Label: coffee

Sample length: 29s

villanova.json.248kcb93.json.2503q503

ID: 26841052

Label: whiskey

Sample length: 29s

villanova.json.24663t94.json.25042h78

ID: 26841018

Label: whiskey

Sample length: 29s

villanova.json.24665f44.json.25042hg6

ID: 26841013

Label: whiskey

Sample length: 29s

ambient.json.24699ajv.json.2503ucvq

ID: 26841041

Label: ambient

Sample length: 30s

coffee_powder_pellini.json.24689rl1.json.25042h2j

ID: 26841015

Label: coffee

Sample length: 29s

villanova.json.248kdble.json.2503q4qp

ID: 26841054

Label: whiskey

Sample length: 29s

ambient.json.2468pfsv.json.2503ucoa

ID: 26841050

Label: ambient

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

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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	41,404
No. of clones	338