Zalmotek / Methane Monitoring - Silabs EFR32xG24 Dev Kit Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Methane Monitoring - Silabs EFR32xG24 Dev Kit

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (41 samples)

View all

Safe.3i1ln2c6

ID: 148645353

Label: Safe

Sample length: 10s

Methane Leak.3i1mfpjr

ID: 148645329

Label: Methane Leak

Sample length: 10s

Safe.3i1lnqi2

ID: 148645352

Label: Safe

Sample length: 10s

Safe.3i1lcmma

ID: 148645361

Label: Safe

Sample length: 10s

Safe.3i1lmb5s

ID: 148645355

Label: Safe

Sample length: 10s

Methane Leak.3i1m0bdn

ID: 148645344

Label: Methane Leak

Sample length: 9s

Safe.3i1llfld

ID: 148645356

Label: Safe

Sample length: 10s

Safe.3i1lfqa9

ID: 148645360

Label: Safe

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

Clone project

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	20,958
No. of clones	10