Sidharth N / sample_ainose Public

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sample_ainose

Electronic Nose for Smell classification

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Data (1,931 samples)

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vinegar_pantry.s234

ID: 1867783503

Label: vinegar

Sample length: 1s

normal_air_pantry.s77

ID: 1867784520

Label: air

Sample length: 1s

vinegar_office.s178

ID: 1867782838

Label: vinegar

Sample length: 1s

tea_pantry.s46

ID: 1867781952

Label: tea

Sample length: 1s

tea_pantry.s109

ID: 1867782056

Label: tea

Sample length: 1s

tea_pantry.s10

ID: 1867781828

Label: tea

Sample length: 1s

perfume_pantry.s48

ID: 1867780816

Label: perfume

Sample length: 1s

vinegar_pantry.s135

ID: 1867783315

Label: vinegar

Sample length: 1s

Model accuracy, ai_nose_architecuture3(with anomaly) (Unoptimized (float32))

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Validation set

87.3%

Test set

78.4%

On-device performance (WioTerminal, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.6K

Flash usage

16.5K

Run this model

On any device

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Dataset summary

Data collected

32m 11s

Sensors

Humidity, Temperature, NO2, Ethanol, VOC, CO @ 1Hz

Labels

air, coffee, perfume, tea, vinegar

Project info

Project ID	692869
License	3-Clause BSD
No. of views	12
No. of clones	0