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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Normal.3cb46is8

ID: 131203023

Label: Normal

Sample length: 10s

Normal.3cb2h0r3

ID: 131203039

Label: Normal

Sample length: 10s

Normal.3cb2hpcc

ID: 131203038

Label: Normal

Sample length: 10s

Gas_Leak.3c3ke8a5

ID: 131203048

Label: Gas_Leak

Sample length: 10s

Gas_Leak.3cb32t1e

ID: 131203024

Label: Gas_Leak

Sample length: 10s

Normal.3c3iepg4

ID: 131203051

Label: Normal

Sample length: 10s

Normal.3cb4fce4

ID: 131203020

Label: Normal

Sample length: 10s

Normal.3cb2lv87

ID: 131203036

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	17,030
No. of clones	12