kartben / artificial_nose Public

Target: Cortex-M4F 80MHz Clone this project

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artificial_nose

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Data (63 samples)

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villanova.json.248kdble.json.2503q4qp

ID: 26841054

Label: whiskey

Sample length: 29s

hautes_glaces.json.23mstmep.json.25042gsv

ID: 26841017

Label: whiskey

Sample length: 30s

ambient.json.2468n5en.json.2503ucno

ID: 26841051

Label: ambient

Sample length: 29s

ambient.json.2468pfsv.json.2503ucoa

ID: 26841050

Label: ambient

Sample length: 29s

coffee_powder_pellini.json.24689rl1.json.25042h2j

ID: 26841015

Label: coffee

Sample length: 29s

espresso_cup.json.246c27g0.json.2503udc4

ID: 26841037

Label: coffee

Sample length: 29s

americano_coffee.json.248di1as.json.2503uct5

ID: 26841049

Label: coffee

Sample length: 29s

ambient.json.248kl3as.json.2503q46q

ID: 26841069

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

Run this model

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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	36,602
No. of clones	330