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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coffee_powder_pellini.json.2468jmja.json.2503ud9n

ID: 26841040

Label: coffee

Sample length: 29s

ambient.json.24683lm2.json.25042gq7

ID: 26841023

Label: ambient

Sample length: 20s

villanova.json.24665f44.json.25042hg6

ID: 26841013

Label: whiskey

Sample length: 29s

ambient.json.24699ajv.json.2503ucvq

ID: 26841041

Label: ambient

Sample length: 30s

villanova.json.24666fhh.json.25042hb2

ID: 26841012

Label: whiskey

Sample length: 29s

americano_coffee.json.248dj1l1.json.2503q49e

ID: 26841067

Label: coffee

Sample length: 29s

villanova.json.248kcb93.json.2503q503

ID: 26841052

Label: whiskey

Sample length: 29s

hautes_glaces.json.23mstmep.json.25042gsv

ID: 26841017

Label: whiskey

Sample length: 30s

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	30,997
No. of clones	322