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.34uhv2ur

ID: 108099296

Label: Base Level

Sample length: 10s

MethaneLeakage.34ujefc7

ID: 108099269

Label: Methane Leakage

Sample length: 10s

BaseLevel.34ui4ibq

ID: 108099290

Label: Base Level

Sample length: 10s

Alcohol Leakage.34uiv8tn

ID: 108099280

Label: Alcohol Leakage

Sample length: 10s

Alcohol Leakage.34uj2ogp

ID: 108099279

Label: Alcohol Leakage

Sample length: 10s

BaseLevel.34ui5mcp

ID: 108099287

Label: Base Level

Sample length: 10s

MethaneLeakage.34ujd6m8

ID: 108099271

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	26,339
No. of clones	31