M0JPI / Sound Test Public
Target: Raspberry Pi 4 Clone this project

Test data

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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.

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Sample name Expected outcome Length Accuracy Result
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw background-noise 5s 100% 1 background-noise
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw edge-impulse 5s 100% 1 edge-impulse
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
float_wave_test_raw red-pitaya 5s 100% 1 red-pitaya
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
100.00%

Metrics for Classifier

Metric Value
Area under ROC Curve 1.00
Weighted average Precision 1.00
Weighted average Recall 1.00
Weighted average F1 score 1.00

Confusion matrix

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Feature explorer

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