Developer Relations / Thermostatic valve (FOMO-AD 192x192) - dataset collected by Edge Impulse Public
Target: Nvidia Jetson Orin NX 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 Anomaly Accuracy Result
crack anomaly 2.09 100% anomaly
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rust anomaly 2.45 100% anomaly
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anomaly.4r2oe0ao anomaly 2.34 100% anomaly
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anomaly.4r2odsel anomaly 2.20 100% anomaly
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anomaly.4r2odjho anomaly 2.11 100% anomaly
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anomaly.4r2oc32n anomaly 2.62 100% anomaly
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anomaly.4r2obnn6 anomaly 1.63 0% no anomaly
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anomaly.4r2obhue anomaly 1.69 0% no anomaly
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anomaly.4r2obg4h anomaly 1.83 0% no anomaly
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anomaly.4r2obe9s anomaly 1.78 0% no anomaly
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anomaly.4r2obci4 anomaly 1.97 100% anomaly
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anomaly.4r2ob9ft anomaly 2.44 100% anomaly
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anomaly.4r2ob38f anomaly 2.38 100% anomaly
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anomaly.4r2oaur2 anomaly 1.96 100% anomaly
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anomaly.4r2oa2m0 anomaly 1.84 0% no anomaly
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anomaly.4r2o9trk anomaly 1.84 0% no anomaly
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anomaly.4r2o9s83 anomaly 1.63 0% no anomaly
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anomaly.4r2o9pht anomaly 2.01 100% anomaly
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anomaly.4r2o9mi1 anomaly 1.73 0% no anomaly
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anomaly.4r2o8jjc anomaly 2.28 100% anomaly
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anomaly.4r2o8caa anomaly 1.66 0% no anomaly
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anomaly.4r2o87vu anomaly 2.07 100% anomaly
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anomaly.4r2o80a6 anomaly 2.82 100% anomaly
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anomaly.4r2o7oh2 anomaly 1.77 0% no anomaly
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anomaly.4r2o7m9t anomaly 1.74 0% no anomaly
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anomaly.4r2o6pqc anomaly 2.14 100% anomaly
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anomaly.4r2o6hbl anomaly 2.57 100% anomaly
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anomaly.4r2o6fi7 anomaly 2.30 100% anomaly
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anomaly.4r2o66t7 anomaly 2.04 100% anomaly
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anomaly.4r2o65e7 anomaly 2.82 100% anomaly
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anomaly.4r2o63i0 anomaly 2.38 100% anomaly
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anomaly.4r2o617b anomaly 2.18 100% anomaly
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anomaly.4r2o5q83 anomaly 2.78 100% anomaly
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no anomaly.4r2nu8qo no anomaly 1.71 100% no anomaly
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no anomaly.4r2nu754 no anomaly 1.86 100% no anomaly
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no anomaly.4r2nu1sg no anomaly 1.77 100% no anomaly
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no anomaly.4r2nu0gb no anomaly 1.49 100% no anomaly
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no anomaly.4r2nttm1 no anomaly 1.62 100% no anomaly
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no anomaly.4r2ntqga no anomaly 1.80 100% no anomaly
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no anomaly.4r2ntnlo no anomaly 1.68 100% no anomaly
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no anomaly.4r2ntc31 no anomaly 2.01 0% anomaly
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no anomaly.4r2ntaij no anomaly 2.18 0% anomaly
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no anomaly.4r2nt4vv no anomaly 1.63 100% no anomaly
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no anomaly.4r2nskp8 no anomaly 2.06 0% anomaly
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no anomaly.4r2nsjp8 no anomaly 1.81 100% no anomaly
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no anomaly.4r2nrtlp no anomaly 1.97 0% anomaly
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no anomaly.4r2nrckv no anomaly 1.73 100% no anomaly
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no anomaly.4r2nr8h4 no anomaly 1.78 100% no anomaly
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anomaly.4r0ttlm8 anomaly 1.80 0% no anomaly
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anomaly.4r0tth0j anomaly 1.71 0% no anomaly
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anomaly.4r0tssbi anomaly 1.69 0% no anomaly
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anomaly.4r0tsp5e anomaly 1.82 0% no anomaly
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anomaly.4r0tsmqf anomaly 1.63 0% no anomaly
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anomaly.4r0ts7dm anomaly 1.77 0% no anomaly
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anomaly.4r0ts588 anomaly 2.11 100% anomaly
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anomaly.4r0ts32k anomaly 1.98 100% anomaly
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anomaly.4r0ts122 anomaly 2.07 100% anomaly
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anomaly.4r0trvlj anomaly 2.15 100% anomaly
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anomaly.4r0trq2o anomaly 2.18 100% anomaly
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anomaly.4r0tqqug anomaly 2.83 100% anomaly
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anomaly.4r0tqov1 anomaly 3.07 100% anomaly
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anomaly.4r0tqkh5 anomaly 2.91 100% anomaly
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anomaly.4r0tqik2 anomaly 2.45 100% anomaly
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anomaly.4r0tqf5u anomaly 3.51 100% anomaly
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no anomaly.4r0tppa5 no anomaly 1.67 100% no anomaly
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no anomaly.4r0tpnil no anomaly 2.19 0% anomaly
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no anomaly.4r0tplvs no anomaly 1.63 100% no anomaly
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no anomaly.4r0tpk4j no anomaly 1.87 100% no anomaly
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no anomaly.4r0tpev5 no anomaly 1.67 100% no anomaly
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no anomaly.4r0tpc8c no anomaly 1.65 100% no anomaly
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no anomaly.4r0tp9po no anomaly 1.67 100% no anomaly
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no anomaly.4r0tp8iq no anomaly 1.59 100% no anomaly
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no anomaly.4r0tp5pl no anomaly 1.75 100% no anomaly
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no anomaly.4r0tp3hs no anomaly 1.68 100% no anomaly
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Model testing output

Results

Model version:
Accuracy
70.27%

Confusion matrix

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Feature explorer

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