Zalmotek / Methane Monitoring - Silabs EFR32xG24 Dev Kit Public

Target: Cortex-M4F 80MHz Clone this project

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Methane Monitoring - Silabs EFR32xG24 Dev Kit

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Data (41 samples)

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Safe.3i1lf542

ID: 148645362

Label: Safe

Sample length: 10s

Methane Leak.3i1mfpjr

ID: 148645329

Label: Methane Leak

Sample length: 10s

Methane Leak.3i1m71jd

ID: 148645333

Label: Methane Leak

Sample length: 9s

Methane Leak.3i1ma3oh

ID: 148645335

Label: Methane Leak

Sample length: 10s

Safe.3i1louad

ID: 148645351

Label: Safe

Sample length: 10s

Safe.3i1lnqi2

ID: 148645352

Label: Safe

Sample length: 10s

Methane Leak.3i1mc7u4

ID: 148645326

Label: Methane Leak

Sample length: 9s

Methane Leak.3i1md4e4

ID: 148645323

Label: Methane Leak

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

97.8%

Test set

91.7%

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

Latency

270 ms.

Peak RAM usage

31.0K

Flash usage

16.3K

Run this model

On any device

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Dataset summary

Data collected

6m 40s

Sensor

Methane @ 1.9KHz

Labels

Methane Leak, Safe

Project info

Project ID	158034
Project version	1
License	Apache 2.0
No. of views	18,404
No. of clones	9