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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ambient.json.23mt23ab.json.25042g7l

ID: 26841031

Label: ambient

Sample length: 30s

villanova.json.248kcb93.json.2503q503

ID: 26841052

Label: whiskey

Sample length: 29s

ambient.json.2468pfsv.json.2503ucoa

ID: 26841050

Label: ambient

Sample length: 29s

villanova.json.23msrbec.json.25042hdl

ID: 26841011

Label: whiskey

Sample length: 30s

coffee_powder_pellini.json.2468e7lc.json.2503ud4o

ID: 26841044

Label: coffee

Sample length: 29s

americano_coffee.json.248dk2ol.json.2503q4dk

ID: 26841066

Label: coffee

Sample length: 29s

ambient.json.23msl677.json.25042g6l

ID: 26841035

Label: ambient

Sample length: 30s

ambient.json.248dps41.json.2503q468

ID: 26841068

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	35,153
No. of clones	325