Zalmotek / Oil and Gas Monitoring - Nordic Thingy:91 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.

Oil and Gas Monitoring - Nordic Thingy:91

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 (40 samples)

View all

Gas_Leak.3c3k9mpg

ID: 131203047

Label: Gas_Leak

Sample length: 10s

Gas_Leak.3c3kdkvv

ID: 131203045

Label: Gas_Leak

Sample length: 10s

Normal.3cb2kpls

ID: 131203037

Label: Normal

Sample length: 10s

Gas_Leak.3c3klo0m

ID: 131203044

Label: Gas_Leak

Sample length: 10s

Normal.3cb2lv87

ID: 131203036

Label: Normal

Sample length: 10s

Normal.3cb2ckgm

ID: 131203042

Label: Normal

Sample length: 10s

Gas_Leak.3cb2u198

ID: 131203035

Label: Gas_Leak

Sample length: 10s

Normal.3cb2h0r3

ID: 131203039

Label: Normal

Sample length: 10s

Model accuracy (Unoptimized (float32))

Validation set

91.4%

Test set

95.8%

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

1 ms.

Peak RAM usage

1.7K

Flash usage

18.9K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

6m 40s

Sensors

temperature, pressure, humidity, gas res @ 1Hz

Labels

Gas_Leak, Normal

Project info

Project ID	127759
Project version	1
License	No license attached
No. of views	20,788
No. of clones	14