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.34ui41lk

ID: 108099291

Label: Base Level

Sample length: 10s

MethaneLeakage.34ujdks3

ID: 108099270

Label: Methane Leakage

Sample length: 10s

BaseLevel.34ui2qor

ID: 108099293

Label: Base Level

Sample length: 10s

MethaneLeakage.34ujg4kr

ID: 108099267

Label: Methane Leakage

Sample length: 10s

BaseLevel.34ui4ibq

ID: 108099290

Label: Base Level

Sample length: 10s

Alcohol Leakage.34uiu6rg

ID: 108099282

Label: Alcohol Leakage

Sample length: 10s

BaseLevel.34ui56uc

ID: 108099288

Label: Base Level

Sample length: 10s

MethaneLeakage.34ujf9uq

ID: 108099268

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

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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	24,844
No. of clones	31