ptr814 / TMF8829_48x32_cup_detection Public
Target: Cortex-M4F 80MHz 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
Empty_cup_1782231307.6rn8rmub Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782231300.6rn8rgf3 Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782231293.6rn8r9m2 Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782231289.6rn8r5d2 Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782230085.6rn7mdou Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782230082.6rn7mair Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782230080.6rn7m930 Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782230079.6rn7m7iv Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782230077.6rn7m65d Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup_1782230075.6rn7m495 Empty_cup 420ms 100% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Blocked.6qr2v3l4 Blocked 48s 100% 47 Blocked
Show classification Show in data acquisition Show in feature explorer
Empty_cup.6qr2j5fl Empty_cup 9s 78% 7 Empty_cup, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
Empty_cup.6qr2k9ig Empty_cup 10s 78% 7 Empty_cup, 2 uncertain
Show classification Show in data acquisition Show in feature explorer
Empty_cup.6qr2kobl Empty_cup 9s 100% 9 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Empty_cup.6qr2mdjv Empty_cup 10s 100% 9 Empty_cup
Show classification Show in data acquisition Show in feature explorer
Full_cup.6qr3dlr0 Full_cup 9s 100% 9 Full_cup
Show classification Show in data acquisition Show in feature explorer
Full_cup.6qr3f8d3 Full_cup 10s 100% 9 Full_cup
Show classification Show in data acquisition Show in feature explorer
Full_cup.6qr3fp6j Full_cup 10s 100% 9 Full_cup
Show classification Show in data acquisition Show in feature explorer
Half_cup.6qr4rkgu Half_cup 2s 100% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
Half_cup.6qr4s9q8 Half_cup 2s 100% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
Half_cup.6qr4uak5 Half_cup 2s 100% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
Half_cup.6qr4ur3s Half_cup 2s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
Half_cup.6qr53vte Half_cup 5s 100% 4 Half_cup
Show classification Show in data acquisition Show in feature explorer
No_cup.6qr1adcg No_cup 19s 100% 18 No_cup
Show classification Show in data acquisition Show in feature explorer
No_cup.6qr20n2c No_cup 20s 100% 19 No_cup
Show classification Show in data acquisition Show in feature explorer
No_cup.6qr2gqr3 No_cup 58s 100% 58 No_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr431s6 testing 2s 0% 1 No_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr440uq testing 2s 0% 1 No_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr44vu2 testing 2s 0% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr45ulk testing 2s 0% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr4957b testing 1s 0% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr4mstc testing 500ms 0% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr4o2gf testing 1s 0% 1 Full_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr4p1k3 testing 500ms 0% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr5hsk0 testing 5s 0% 4 No_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr5ipk2 testing 500ms 0% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr5jngu testing 1s 0% 1 Half_cup
Show classification Show in data acquisition Show in feature explorer
testing.6qr5kl7k testing 500ms 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
testing.6qr5lkhc testing 500ms 0% 1 Empty_cup
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
91.21%

Metrics for Classifier

Metric Value
Area under ROC Curve 0.94
Weighted average Precision 0.90
Weighted average Recall 0.87
Weighted average F1 score 0.84

Confusion matrix

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Feature explorer

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