kartben / artificial_nose Public

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artificial_nose

About this project

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Data (63 samples)

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whiskey.json.246753ms.json.25042hla

ID: 26841008

Label: whiskey

Sample length: 29s

ambient.json.23mt482l.json.25042g9e

ID: 26841029

Label: ambient

Sample length: 30s

americano_coffee.json.248dk2ol.json.2503q4dk

ID: 26841066

Label: coffee

Sample length: 29s

americano_coffee.json.248di1as.json.2503uct5

ID: 26841049

Label: coffee

Sample length: 29s

coffee_powder_pellini.json.2469e80f.json.2503udhr

ID: 26841036

Label: coffee

Sample length: 29s

hautes_glaces.json.23mstmep.json.25042gsv

ID: 26841017

Label: whiskey

Sample length: 30s

espresso_cup.json.246c27g0.json.2503udc4

ID: 26841037

Label: coffee

Sample length: 29s

ambient.json.2469coq0.json.2503ucqv

ID: 26841046

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	32,550
No. of clones	325