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

Target: Cortex-M4F 80MHz Clone this project

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Oil and Gas Monitoring - Nordic Thingy:91

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Data (40 samples)

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Gas_Leak.3cb31d81

ID: 131203027

Label: Gas_Leak

Sample length: 10s

Normal.3cb4g4bk

ID: 131203026

Label: Normal

Sample length: 10s

Normal.3cb44k1f

ID: 131203025

Label: Normal

Sample length: 10s

Normal.3cb2lv87

ID: 131203036

Label: Normal

Sample length: 10s

Normal.3c3ih0s5

ID: 131203049

Label: Normal

Sample length: 10s

Normal.3cb2h0r3

ID: 131203039

Label: Normal

Sample length: 10s

Gas_Leak.3cb30e5k

ID: 131203030

Label: Gas_Leak

Sample length: 10s

Normal.3cb45v86

ID: 131203021

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

On any device

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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	17,438
No. of clones	12