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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villanova.json.248kcb93.json.2503q503

ID: 26841052

Label: whiskey

Sample length: 29s

villanova.json.23msrbec.json.25042hdl

ID: 26841011

Label: whiskey

Sample length: 30s

ambient.json.248kl3as.json.2503q46q

ID: 26841069

Label: ambient

Sample length: 29s

americano_coffee.json.248dk2ol.json.2503q4dk

ID: 26841066

Label: coffee

Sample length: 29s

villanova.json.24665f44.json.25042hg6

ID: 26841013

Label: whiskey

Sample length: 29s

ambient.json.23mt482l.json.25042g9e

ID: 26841029

Label: ambient

Sample length: 30s

coffee.json.248e0pa1.json.2503q4ij

ID: 26841057

Label: coffee

Sample length: 29s

espresso_cup.json.246c158t.json.2503ud7a

ID: 26841039

Label: coffee

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

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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	39,914
No. of clones	338