Zalmotek / Air Quality Monitoring - SIPEED LONGAN NANO Public

Target: Cortex-M4F 80MHz Clone this project

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Air Quality Monitoring - SIPEED LONGAN NANO

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Data (45 samples)

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BaseLevel.34uhucph

ID: 108099300

Label: Base Level

Sample length: 10s

BaseLevel.34uhvv37

ID: 108099299

Label: Base Level

Sample length: 10s

BaseLevel.34ui0rac

ID: 108099297

Label: Base Level

Sample length: 10s

Alcohol Leakage.34uirkef

ID: 108099285

Label: Alcohol Leakage

Sample length: 10s

BaseLevel.34ui1bos

ID: 108099295

Label: Base Level

Sample length: 10s

BaseLevel.34ui0dh2

ID: 108099298

Label: Base Level

Sample length: 10s

Alcohol Leakage.34uisn2n

ID: 108099284

Label: Alcohol Leakage

Sample length: 10s

MethaneLeakage.34uje21n

ID: 108099274

Label: Methane Leakage

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

92.5%

Test set

88.8%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

1.7K

Flash usage

19.1K

Run this model

On any device

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Dataset summary

Data collected

7m 30s

Sensors

VoClevel, CH4, CO, COOH @ 150Hz

Labels

Alcohol Leakage, Base Level, Methane Leakage

Project info

Project ID	110000
Project version	2
License	No license attached
No. of views	17,983
No. of clones	24