JayaBalan_D / MQ135 Air Quality Classification Public

Target: Cortex-M4F 80MHz Clone this project

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MQ135 Air Quality Classification

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Data (6 samples)

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inhaler_Training_data_Risk

ID: 2275327781

Label: Risk

Sample length: 9,600ms

inhaler_Training_data_Safe

ID: 2275327779

Label: Safe

Sample length: 9,600ms

inhaler_Training_data_Moderate

ID: 2275327780

Label: Moderate

Sample length: 9,600ms

Model accuracy (Unoptimized (float32))

Validation set

80.0%

Test set

0.0%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

1 ms.

Peak RAM usage

1.6K

Flash usage

21.2K

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Dataset summary

Data collected

37s

Sensor

gas_ppm @ 1.7Hz

Labels

Moderate, Risk, Safe

Project info

Project ID	762393
License	3-Clause BSD
No. of views	128
No. of clones	0