Microchip Technology Inc / Array of Gas Sensors Dec 8 Public

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Array of Gas Sensors Dec 8

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Data (17,657 samples)

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multi_sensor_perfume_3.s3645

ID: 2449371564

Label: Perfume

Sample length: 11s

multi_sensor_clean_air_2.s3417

ID: 2448517434

Label: Natural Air

Sample length: 11s

multi_sensor_readings_2.s1617

ID: 2448506379

Label: Natural Air

Sample length: 11s

multi_sensor_perfume_3.s1492

ID: 2449365933

Label: Perfume

Sample length: 11s

multi_sensor_perfume_3.s1105

ID: 2449364947

Label: Perfume

Sample length: 11s

multi_sensor_readings_coffee2.s43

ID: 2448516312

Label: Coffee

Sample length: 11s

multi_sensor_clean_air_2.s3780

ID: 2448518889

Label: Natural Air

Sample length: 11s

multi_sensor_readings_2.s942

ID: 2448505038

Label: Natural Air

Sample length: 11s

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

99.1%

Test set

98.6%

On-device performance (samd51, Unoptimized (float32))

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

12.2K

Run this model

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Dataset summary

Data collected

53h 56m 17s

Sensors

MQ2_Voltage(V), MQ8_Voltage(V), MQ136_Voltage(V), MQ4_Voltage(V), MQ135_Voltage(V) @ 1Hz

Labels

Coffee, Natural Air, Perfume, Ranch

Project info

Project ID	661994
License	3-Clause BSD
No. of views	11,260
No. of clones	1