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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Methane Leak.3i1m1g1o

ID: 148645341

Label: Methane Leak

Sample length: 9s

Methane Leak.3i1m71jd

ID: 148645333

Label: Methane Leak

Sample length: 9s

Safe.3i1lmb5s

ID: 148645355

Label: Safe

Sample length: 10s

Methane Leak.3i1m270l

ID: 148645340

Label: Methane Leak

Sample length: 9s

Safe.3i1lpu5t

ID: 148645350

Label: Safe

Sample length: 10s

Safe.3i1lqdf8

ID: 148645349

Label: Safe

Sample length: 10s

Methane Leak.3i1m37k3

ID: 148645339

Label: Methane Leak

Sample length: 9s

Methane Leak.3i1m4e8p

ID: 148645338

Label: Methane Leak

Sample length: 9s

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

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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	22,690
No. of clones	10