kartben / artificial_nose Public

Target: Cortex-M4F 80MHz Clone this project

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artificial_nose

About this project

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Data (63 samples)

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hautes_glaces.json.248kg20r.json.2503q4l8

ID: 26841060

Label: whiskey

Sample length: 29s

whiskey.json.246753ms.json.25042hla

ID: 26841008

Label: whiskey

Sample length: 29s

villanova.json.248kcb93.json.2503q503

ID: 26841052

Label: whiskey

Sample length: 29s

ambient.json.2469coq0.json.2503ucqv

ID: 26841046

Label: ambient

Sample length: 29s

ambient.json.23mt23ab.json.25042g7l

ID: 26841031

Label: ambient

Sample length: 30s

espresso_cup.json.246c158t.json.2503ud7a

ID: 26841039

Label: coffee

Sample length: 29s

coffee_powder_pellini.json.2469e80f.json.2503udhr

ID: 26841036

Label: coffee

Sample length: 29s

ambient.json.24672ihg.json.25042gjo

ID: 26841027

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

On any device

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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	35,912
No. of clones	327