Zalmotek / Oil and Gas Monitoring - Nordic Thingy:91 Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set confidence thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
Normal.3cb2iqos Normal 10s 100% 9 Normal
Show classification Show in data acquisition
Gas_Leak.3cb2ti67 Gas_Leak 10s 100% 9 Gas_Leak
Show classification Show in data acquisition
Gas_Leak.3cb2uvod Gas_Leak 10s 100% 9 Gas_Leak
Show classification Show in data acquisition
Gas_Leak.3c3kereg Gas_Leak 10s 78% 7 Gas_Leak, 2 uncertain
Show classification Show in data acquisition
Gas_Leak.3c3knvba Gas_Leak 10s 89% 8 Gas_Leak, 1 uncertain
Show classification Show in data acquisition
Normal.3cb24pka Normal 10s 100% 9 Normal
Show classification Show in data acquisition
Normal.3cb2f04f Normal 10s 100% 9 Normal
Show classification Show in data acquisition
Normal.3cb2kaar Normal 10s 100% 9 Normal
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
95.83%

Confusion matrix

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Feature explorer

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