Microchip Technology Inc / Array of Gas Sensors Jan 6 Public

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Array of Gas Sensors Jan 6

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Data (18,404 samples)

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multi_sensor_readings_coffee2.s144

ID: 2448516703

Label: Coffee

Sample length: 11s

multi_sensor_clean_air_2.s2612

ID: 2448515178

Label: Natural Air

Sample length: 11s

multi_sensor_readings_2.s1531

ID: 2448506217

Label: Natural Air

Sample length: 11s

multi_sensor_perfume_3.s2617

ID: 2449368984

Label: Perfume

Sample length: 11s

multi_sensor_clean_air_2.s3553

ID: 2448517952

Label: Natural Air

Sample length: 11s

multi_sensor_clean_air_2.s967

ID: 2448511567

Label: Natural Air

Sample length: 11s

multi_sensor_clean_air_2.s568

ID: 2448510775

Label: Natural Air

Sample length: 11s

multi_sensor_perfume_2.s103

ID: 2448637367

Label: Perfume

Sample length: 11s

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

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Validation set

99.8%

Test set

99.8%

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

Latency

1 ms.

Peak RAM usage

1.4K

Flash usage

12.3K

Run this model

On any device

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Dataset summary

Data collected

56h 13m 10s

Sensors

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

Labels

Coffee, Natural Air, Perfume, Ranch, Spoiled Ranch

Project info

Project ID	661994
License	3-Clause BSD
No. of views	28,079
No. of clones	1