Zalmotek / Detection of glass breaking of cars windshields, windows - Thingy:53 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
output000001178 Background 3s 100% 4 Background
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output000001181 Background 3s 100% 4 Background
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output000001195 Background 3s 100% 4 Background
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output000000574 Background 3s 100% 4 Background
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output000000572 Background 3s 100% 5 Background
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output000000597 Background 3s 100% 5 Background
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output000000592 Background 3s 100% 5 Background
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output000000610 Background 3s 100% 4 Background
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output000000616 Background 3s 100% 4 Background
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output000000614 Background 3s 100% 4 Background
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output000000618 Background 3s 100% 4 Background
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output000000646 Background 3s 100% 4 Background
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output000000642 Background 3s 100% 5 Background
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output000000650 Background 3s 100% 4 Background
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output000000681 Background 3s 100% 4 Background
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output000000672 Background 3s 100% 5 Background
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output000000683 Background 3s 100% 4 Background
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output000000698 Background 3s 100% 4 Background
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output000000690 Background 3s 100% 4 Background
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output000000705 Background 3s 100% 4 Background
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output000000707 Background 3s 100% 5 Background
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output000000718 Background 3s 100% 4 Background
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output000000720 Background 3s 100% 4 Background
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output000000727 Background 3s 100% 5 Background
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output000000746 Background 3s 100% 4 Background
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output000000756 Background 3s 100% 4 Background
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output000000755 Background 3s 100% 4 Background
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output000000767 Background 3s 100% 4 Background
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output000000771 Background 3s 100% 4 Background
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output000000766 Background 3s 100% 4 Background
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output000000797 Background 3s 100% 4 Background
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output000000795 Background 3s 100% 4 Background
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output000000794 Background 3s 100% 4 Background
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output000000805 Background 3s 100% 4 Background
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output000000816 Background 3s 100% 4 Background
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output000000818 Background 3s 100% 5 Background
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output000000821 Background 3s 100% 4 Background
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output000000822 Background 3s 100% 4 Background
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output000000839 Background 3s 100% 4 Background
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output000000846 Background 3s 100% 4 Background
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output000000852 Background 3s 100% 4 Background
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output000000844 Background 3s 100% 4 Background
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output000000860 Background 3s 100% 4 Background
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output000000868 Background 3s 100% 5 Background
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output000000861 Background 3s 100% 4 Background
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output000000890 Background 3s 100% 4 Background
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output000000881 Background 3s 100% 4 Background
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output000000897 Background 3s 100% 4 Background
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output000000896 Background 3s 100% 4 Background
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output000000903 Background 3s 100% 5 Background
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output000000901 Background 3s 100% 4 Background
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output000000919 Background 3s 100% 4 Background
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output000000917 Background 3s 100% 4 Background
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output000000934 Background 3s 100% 4 Background
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output000000938 Background 3s 100% 5 Background
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output000000939 Background 3s 100% 4 Background
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output000000937 Background 3s 100% 4 Background
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output000000954 Background 3s 100% 4 Background
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output000000966 Background 3s 100% 4 Background
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output000000969 Background 3s 100% 4 Background
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output000000956 Background 3s 100% 4 Background
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output000000975 Background 3s 100% 4 Background
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output000000992 Background 3s 100% 4 Background
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output000000973 Background 3s 100% 5 Background
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output000000993 Background 3s 100% 5 Background
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output000001001 Background 3s 100% 4 Background
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output000000996 Background 3s 100% 4 Background
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output000001011 Background 3s 100% 4 Background
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output000001006 Background 3s 100% 4 Background
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output000001018 Background 3s 100% 5 Background
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output000001034 Background 3s 100% 5 Background
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output000001021 Background 3s 100% 4 Background
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output000001029 Background 3s 100% 5 Background
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output000001055 Background 3s 100% 4 Background
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output000001040 Background 3s 100% 4 Background
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output000001047 Background 3s 100% 4 Background
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output000001050 Background 3s 100% 4 Background
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output000001070 Background 3s 100% 4 Background
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output000001064 Background 3s 100% 5 Background
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output000001069 Background 3s 100% 5 Background
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output000001072 Background 3s 100% 4 Background
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output000001087 Background 3s 100% 4 Background
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output000001084 Background 3s 100% 5 Background
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output000001088 Background 3s 100% 4 Background
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output000001094 Background 3s 100% 5 Background
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output000001123 Background 3s 100% 4 Background
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output000001116 Background 3s 100% 4 Background
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output000001120 Background 3s 100% 4 Background
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output000001125 Background 3s 100% 4 Background
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output000001133 Background 3s 100% 4 Background
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output000001145 Background 3s 100% 4 Background
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output000001134 Background 3s 100% 5 Background
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output000001150 Background 3s 100% 4 Background
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output000001167 Background 3s 100% 4 Background
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output000001159 Background 3s 100% 5 Background
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output000001169 Background 3s 100% 5 Background
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output000000560 Background 3s 100% 4 Background
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output000000648 Background 3s 100% 4 Background
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output000000687 Background 3s 100% 5 Background
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output000000649 Background 3s 100% 4 Background
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output000000779 Background 3s 100% 4 Background
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output000000754 Background 3s 100% 4 Background
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output000000732 Background 3s 100% 5 Background
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output000000850 Background 3s 100% 4 Background
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output000000875 Background 3s 100% 4 Background
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output000000883 Background 3s 100% 5 Background
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output000000963 Background 3s 100% 5 Background
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output000000915 Background 3s 100% 4 Background
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output000001110 Background 3s 100% 4 Background
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output000001048 Background 3s 100% 4 Background
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output000001046 Background 3s 100% 4 Background
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output000001074 Background 3s 100% 5 Background
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output000000003 Background 3s 100% 4 Background
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output000000010 Background 3s 100% 5 Background
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output000000016 Background 3s 100% 4 Background
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output000000018 Background 3s 100% 4 Background
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output000000019 Background 3s 100% 4 Background
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output000000043 Background 3s 100% 4 Background
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output000000044 Background 3s 100% 4 Background
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output000000031 Background 3s 100% 4 Background
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output000000066 Background 3s 100% 4 Background
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output000000050 Background 3s 100% 5 Background
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output000000059 Background 3s 100% 4 Background
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output000000078 Background 3s 100% 4 Background
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output000000075 Background 3s 100% 5 Background
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output000000076 Background 3s 100% 4 Background
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output000000100 Background 3s 100% 5 Background
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output000000103 Background 3s 100% 4 Background
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output000000096 Background 3s 100% 4 Background
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output000000119 Background 3s 100% 4 Background
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output000000117 Background 3s 100% 4 Background
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output000000125 Background 3s 100% 5 Background
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output000000131 Background 3s 100% 4 Background
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output000000152 Background 3s 100% 4 Background
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output000000144 Background 3s 100% 4 Background
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output000000180 Background 3s 100% 5 Background
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output000000237 Background 3s 100% 4 Background
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output000000270 Background 3s 100% 4 Background
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output000000262 Background 3s 100% 4 Background
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output000000286 Background 3s 100% 5 Background
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output000000289 Background 3s 100% 4 Background
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output000000305 Background 3s 100% 4 Background
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output000000321 Background 3s 100% 5 Background
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output000000312 Background 3s 100% 4 Background
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output000000326 Background 3s 100% 5 Background
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output000000332 Background 3s 100% 4 Background
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output000000327 Background 3s 100% 4 Background
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output000000333 Background 3s 100% 4 Background
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output000000371 Background 3s 100% 5 Background
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output000000366 Background 3s 100% 5 Background
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output000000422 Background 3s 100% 4 Background
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output000000426 Background 3s 100% 5 Background
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output000000441 Background 3s 100% 5 Background
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output000000443 Background 3s 100% 4 Background
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output000000444 Background 3s 100% 4 Background
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output000000453 Background 3s 100% 4 Background
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output000000459 Background 3s 100% 4 Background
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output000000463 Background 3s 100% 4 Background
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output000000482 Background 3s 100% 4 Background
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output000000480 Background 3s 100% 4 Background
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output000000493 Background 3s 100% 4 Background
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output000000492 Background 3s 100% 4 Background
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output000000502 Background 3s 100% 4 Background
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output000000525 Background 3s 100% 4 Background
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output000000543 Background 3s 100% 4 Background
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output000000554 Background 3s 100% 4 Background
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output000000555 Background 3s 100% 4 Background
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output000000001 Background 3s 100% 4 Background
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output000000022 Background 3s 100% 4 Background
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output000000061 Background 3s 100% 4 Background
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output000000101 Background 3s 100% 4 Background
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output000000145 Background 3s 100% 5 Background
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output000000261 Background 3s 100% 5 Background
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output000000267 Background 3s 100% 4 Background
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output000000178 Background 3s 100% 4 Background
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output000000302 Background 3s 100% 4 Background
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output000000404 Background 3s 100% 4 Background
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output000000282 Background 3s 100% 4 Background
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output000000351 Background 3s 100% 5 Background
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output000000475 Background 3s 100% 4 Background
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output000000478 Background 3s 100% 4 Background
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output000000464 Background 3s 100% 4 Background
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output000000467 Background 3s 100% 4 Background
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output000000530 Background 3s 100% 4 Background
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output000000524 Background 3s 100% 4 Background
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204777__ngruber__breaking-glass.s3 Glass_Breaking 3s 100% 5 Glass_Breaking
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412054__funwithsound__major-destruction-crash-shatter-from-pillow-fight-disaster.s1 Glass_Breaking 3s 100% 5 Glass_Breaking
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396289__felix-blume__glass-hit-impact.s15 Glass_Breaking 3s 100% 5 Glass_Breaking
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396289__felix-blume__glass-hit-impact.s10 Glass_Breaking 3s 100% 5 Glass_Breaking
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396289__felix-blume__glass-hit-impact.s5 Glass_Breaking 3s 100% 5 Glass_Breaking
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540942__bm007__glass-breaking.s2 Glass_Breaking 3s 100% 5 Glass_Breaking
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607910__ienba__glass-bottle-breaking.s1 Glass_Breaking 3s 100% 5 Glass_Breaking
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619039__mrrap4food__breaking-glass-1.s5 Glass_Breaking 3s 100% 5 Glass_Breaking
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59263__rock-savage__crash-glass.s1 Glass_Breaking 3s 100% 5 Glass_Breaking
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355340__samgd14__glass-breaking.s1 Glass_Breaking 3s 100% 5 Glass_Breaking
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591069__the-epic1357__breaking-glass.s3 Glass_Breaking 3s 100% 5 Glass_Breaking
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483590__tim-verberne__bottles-breaking.s10 Glass_Breaking 1s 100% 1 Glass_Breaking
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483590__tim-verberne__bottles-breaking.s5 Glass_Breaking 1s 100% 1 Glass_Breaking
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519349__p-jezisek__windowglass Glass_Breaking 3s 100% 5 Glass_Breaking
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
100.00%

Confusion matrix

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Feature explorer

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