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.2469coq0.json.2503ucqv

ID: 26841046

Label: ambient

Sample length: 29s

villanova.json.25042h52

ID: 26841021

Label: whiskey

Sample length: 30s

coffee_powder_pellini.json.2468i9ee.json.2503ud40

ID: 26841043

Label: coffee

Sample length: 1m 57s

coffee_powder_pellini.json.2468caed.json.25042gnl

ID: 26841024

Label: coffee

Sample length: 29s

ambient.json.23msnbs0.json.25042g75

ID: 26841032

Label: ambient

Sample length: 30s

villanova.json.23msrbec.json.25042hdl

ID: 26841011

Label: whiskey

Sample length: 30s

ambient.json.248kl3as.json.2503q46q

ID: 26841069

Label: ambient

Sample length: 29s

ambient.json.2466fco4.json.25042gcc

ID: 26841034

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	38,022
No. of clones	334