Edge Impulse Experts / Gunshot Detection 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
street_music-168713-9-0-38 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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street_music-98202-9-0-4 other 4s 63% 10 other, 4 uncertain, 2 gunshot
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street_music-96475-9-0-6 other 4s 100% 16 other
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street_music-96475-9-0-0 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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street_music-96920-9-0-8 other 4s 100% 16 other
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street_music-96920-9-0-0 other 4s 94% 15 other, 1 gunshot
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street_music-96169-9-1-49 other 4s 69% 11 other, 4 gunshot, 1 uncertain
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street_music-96169-9-1-10 other 4s 94% 15 other, 1 uncertain
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street_music-93193-9-1-22 other 4s 81% 13 other, 3 gunshot
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street_music-93193-9-1-19 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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street_music-93193-9-1-6 other 4s 100% 16 other
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street_music-79377-9-0-13 other 4s 100% 16 other
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street_music-74458-9-0-7 other 4s 100% 16 other
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street_music-74226-9-0-21 other 4s 94% 15 other, 1 uncertain
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street_music-74226-9-0-7 other 4s 75% 12 other, 3 gunshot, 1 uncertain
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street_music-60605-9-0-90 other 4s 100% 16 other
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street_music-39970-9-0-108 other 4s 56% 9 other, 4 gunshot, 3 uncertain
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street_music-39970-9-0-46 other 4s 100% 16 other
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street_music-39970-9-0-41 other 4s 75% 12 other, 3 uncertain, 1 gunshot
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siren-159750-8-0-8 other 4s 100% 16 other
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siren-159750-8-0-1 other 4s 100% 16 other
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street_music-14387-9-0-15 other 4s 63% 10 other, 4 gunshot, 2 uncertain
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street_music-14387-9-0-12 other 4s 94% 15 other, 1 uncertain
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street_music-14387-9-0-7 other 4s 69% 11 other, 3 gunshot, 2 uncertain
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siren-159747-8-0-16 other 4s 88% 14 other, 2 gunshot
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siren-159747-8-0-12 other 4s 100% 16 other
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siren-159747-8-0-8 other 4s 94% 15 other, 1 uncertain
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siren-159747-8-0-6 other 4s 100% 16 other
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siren-123688-8-1-1 other 4s 100% 16 other
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siren-123688-8-0-12 other 4s 100% 16 other
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siren-123688-8-0-8 other 4s 100% 16 other
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siren-123688-8-0-7 other 4s 100% 16 other
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siren-123688-8-0-5 other 4s 100% 16 other
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siren-123688-8-0-1 other 4s 94% 15 other, 1 gunshot
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siren-102871-8-0-15 other 4s 100% 16 other
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siren-102871-8-0-12 other 4s 100% 16 other
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siren-102871-8-0-5 other 4s 100% 16 other
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siren-102871-8-0-6 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-9-12 other 4s 100% 16 other
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siren-40717-8-0-5 other 4s 100% 16 other
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jackhammer-203929-7-9-0 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-7-14 other 4s 100% 16 other
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jackhammer-203929-7-7-3 other 4s 100% 16 other
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jackhammer-203929-7-6-10 other 4s 100% 16 other
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jackhammer-203929-7-5-7 other 4s 100% 16 other
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jackhammer-203929-7-4-2 other 4s 100% 16 other
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jackhammer-203929-7-4-11 other 4s 100% 16 other
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jackhammer-203929-7-3-5 other 4s 100% 16 other
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jackhammer-203929-7-2-11 other 4s 88% 14 other, 2 gunshot
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jackhammer-203929-7-2-8 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-2-6 other 4s 94% 15 other, 1 uncertain
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jackhammer-203929-7-1-1 other 4s 100% 16 other
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jackhammer-169098-7-4-4 other 4s 88% 14 other, 2 gunshot
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jackhammer-169098-7-4-3 other 4s 88% 14 other, 2 uncertain
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jackhammer-169098-7-3-1 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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jackhammer-169098-7-0-0 other 4s 56% 9 other, 4 uncertain, 3 gunshot
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jackhammer-156893-7-10-0 other 557ms
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engine_idling-201652-5-5-5 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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engine_idling-201652-5-4-8 other 4s 100% 16 other
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jackhammer-156893-7-2-0 other 1s 100% 1 other
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engine_idling-201652-5-4-6 other 4s 100% 16 other
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jackhammer-73623-7-6-0 other 2s 100% 6 other
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jackhammer-73623-7-0-0 other 2s 100% 5 other
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engine_idling-201652-5-3-0 other 4s 100% 16 other
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engine_idling-201652-5-2-5 other 4s 100% 16 other
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engine_idling-201652-5-2-1 other 4s 88% 14 other, 2 uncertain
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engine_idling-201652-5-0-2 other 4s 94% 15 other, 1 uncertain
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engine_idling-201652-5-0-1 other 4s 100% 16 other
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engine_idling-177592-5-0-6 other 4s 100% 16 other
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engine_idling-113201-5-0-6 other 4s 100% 16 other
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engine_idling-113201-5-0-5 other 4s 100% 16 other
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engine_idling-152908-5-0-8 other 4s 100% 16 other
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engine_idling-177592-5-0-2 other 4s 94% 15 other, 1 gunshot
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engine_idling-152908-5-0-9 other 4s 100% 16 other
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engine_idling-113201-5-0-1 other 4s 100% 16 other
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engine_idling-143970-5-0-2 other 4s 100% 16 other
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engine_idling-106015-5-0-17 other 4s 100% 16 other
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engine_idling-106015-5-0-8 other 4s 100% 16 other
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engine_idling-106015-5-0-7 other 4s 100% 16 other
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engine_idling-106015-5-0-3 other 4s 100% 16 other
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engine_idling-102858-5-0-1 other 4s 63% 10 other, 4 uncertain, 2 gunshot
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engine_idling-94710-5-0-1 other 4s 94% 15 other, 1 gunshot
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drilling-180126-4-4-2 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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drilling-180126-4-1-1 other 4s 94% 15 other, 1 uncertain
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drilling-104817-4-0-4 other 4s 94% 15 other, 1 gunshot
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drilling-104817-4-0-0 other 4s 100% 16 other
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drilling-77751-4-1-0 other 4s 100% 16 other
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drilling-76086-4-0-32 other 4s 56% 9 other, 6 gunshot, 1 uncertain
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drilling-76086-4-0-29 other 4s 31% 11 gunshot, 5 other
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drilling-76086-4-0-22 other 4s 75% 12 other, 4 gunshot
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drilling-76086-4-0-14 other 4s 94% 15 other, 1 uncertain
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drilling-50416-4-0-2 other 4s 75% 12 other, 4 uncertain
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drilling-59594-4-0-1 other 4s 63% 10 other, 5 uncertain, 1 gunshot
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dog_bark-160366-3-0-4 other 4s 94% 15 other, 1 uncertain
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drilling-71080-4-0-0 other 1s 67% 2 other, 1 gunshot
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drilling-34621-4-12-0 other 560ms
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dog_bark-173995-3-0-3 other 4s 100% 16 other
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dog_bark-179096-3-0-10 other 4s 94% 15 other, 1 gunshot
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dog_bark-203128-3-6-0 other 2s 100% 4 other
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dog_bark-158607-3-2-0 other 2s 100% 6 other
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dog_bark-112195-3-0-80 other 4s 69% 11 other, 3 gunshot, 2 uncertain
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dog_bark-112195-3-0-38 other 4s 100% 16 other
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dog_bark-100652-3-0-3 other 4s 100% 16 other
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dog_bark-100652-3-0-0 other 4s 100% 16 other
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dog_bark-108187-3-3-0 other 1s 100% 1 other
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dog_bark-108187-3-2-0 other 495ms
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dog_bark-89211-3-0-0 other 2s 100% 5 other
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dog_bark-27349-3-1-2 other 4s 69% 11 other, 3 uncertain, 2 gunshot
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dog_bark-27349-3-0-2 other 4s 94% 15 other, 1 uncertain
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dog_bark-72539-3-0-8 other 4s 88% 14 other, 2 uncertain
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dog_bark-72539-3-0-6 other 4s 100% 16 other
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dog_bark-72539-3-0-1 other 4s 94% 15 other, 1 gunshot
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dog_bark-22347-3-1-1 other 4s 100% 16 other
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dog_bark-22347-3-1-2 other 4s 100% 16 other
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dog_bark-23131-3-0-0 other 1s 100% 1 other
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children_playing-192269-2-0-35 other 4s 100% 16 other
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dog_bark-18581-3-0-5 other 4s 19% 9 gunshot, 4 uncertain, 3 other
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children_playing-196082-2-0-0 other 3s 100% 12 other
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children_playing-196078-2-0-0 other 2s 75% 6 other, 1 gunshot, 1 uncertain
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children_playing-178521-2-0-93 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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children_playing-178521-2-0-86 other 4s 100% 16 other
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children_playing-178521-2-0-22 other 4s 94% 15 other, 1 uncertain
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children_playing-178521-2-0-18 other 4s 100% 16 other
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children_playing-178520-2-0-29 other 4s 100% 16 other
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children_playing-178520-2-0-27 other 4s 100% 16 other
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children_playing-178520-2-0-42 other 4s 94% 15 other, 1 uncertain
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children_playing-178520-2-0-39 other 4s 81% 13 other, 3 uncertain
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children_playing-174906-2-0-20 other 4s 94% 15 other, 1 uncertain
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children_playing-160011-2-0-12 other 4s 94% 15 other, 1 gunshot
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children_playing-174906-2-0-18 other 4s 100% 16 other
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children_playing-172593-2-0-28 other 4s 81% 13 other, 3 gunshot
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children_playing-172593-2-0-14 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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children_playing-158597-2-0-30 other 4s 75% 12 other, 4 gunshot
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children_playing-155219-2-0-26 other 4s 100% 16 other
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children_playing-109703-2-0-14 other 4s 75% 12 other, 3 uncertain, 1 gunshot
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children_playing-84359-2-0-9 other 4s 94% 15 other, 1 gunshot
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children_playing-84359-2-0-5 other 4s 75% 12 other, 3 uncertain, 1 gunshot
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car_horn-155129-1-2-0 other 2s 100% 7 other
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car_horn-175844-1-0-0 other 890ms
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car_horn-179866-1-0-0 other 485ms
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car_horn-132073-1-0-0 other 1s 100% 3 other
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air_conditioner-189991-0-0-4 other 4s 88% 14 other, 1 gunshot, 1 uncertain
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air_conditioner-189991-0-0-7 other 4s 100% 16 other
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car_horn-132073-1-1-0 other 1s 100% 1 other
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car_horn-155129-1-1-0 other 157ms
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car_horn-132073-1-6-0 other 365ms
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car_horn-132073-1-2-0 other 365ms
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air_conditioner-189023-0-0-11 other 4s 100% 16 other
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car_horn-72567-1-2-3 other 4s 100% 16 other
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air_conditioner-189023-0-0-10 other 4s 100% 16 other
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air_conditioner-189023-0-0-9 other 4s 100% 16 other
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air_conditioner-189023-0-0-6 other 4s 100% 16 other
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air_conditioner-189023-0-0-8 other 4s 88% 14 other, 2 uncertain
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air_conditioner-189023-0-0-7 other 4s 88% 14 other, 2 uncertain
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air_conditioner-147926-0-0-42 other 4s 100% 16 other
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air_conditioner-189023-0-0-2 other 4s 81% 13 other, 2 uncertain, 1 gunshot
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air_conditioner-189023-0-0-0 other 4s 100% 16 other
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air_conditioner-147926-0-0-35 other 4s 100% 16 other
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air_conditioner-147926-0-0-17 other 4s 100% 16 other
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air_conditioner-146690-0-0-165 other 4s 100% 16 other
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air_conditioner-146690-0-0-125 other 4s 100% 16 other
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air_conditioner-146690-0-0-115 other 4s 100% 16 other
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air_conditioner-146690-0-0-93 other 4s 75% 12 other, 2 gunshot, 2 uncertain
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air_conditioner-146690-0-0-86 other 4s 94% 15 other, 1 gunshot
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air_conditioner-146690-0-0-80 other 4s 100% 16 other
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air_conditioner-146690-0-0-64 other 4s 100% 16 other
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air_conditioner-146690-0-0-8 other 4s 81% 13 other, 2 gunshot, 1 uncertain
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air_conditioner-74507-0-0-28 other 4s 100% 16 other
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air_conditioner-74507-0-0-27 other 4s 100% 16 other
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air_conditioner-74507-0-0-25 other 4s 94% 15 other, 1 gunshot
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air_conditioner-74507-0-0-20 other 4s 100% 16 other
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air_conditioner-74507-0-0-15 other 4s 100% 16 other
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air_conditioner-74507-0-0-11 other 4s 100% 16 other
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anomaly.3bfbeskh anomaly 2s 5 other, 1 gunshot
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anomaly.3bfbeopm anomaly 2s 3 gunshot, 2 other, 1 uncertain
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anomaly.3bfbeimn anomaly 2s 5 other, 1 gunshot
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9 (77) gunshot 2s 83% 5 gunshot, 1 other
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9 (78) gunshot 2s 67% 4 gunshot, 2 other
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9 (65) gunshot 1s 100% 1 gunshot
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9 (50) gunshot 1s 100% 1 gunshot
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9 (49) gunshot 1s 100% 1 gunshot
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9 (48) gunshot 1s 100% 1 gunshot
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9 (39) gunshot 1s 100% 1 gunshot
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9 (28) gunshot 1s 0% 1 other
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9 (27) gunshot 1s 0% 1 other
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9 (15) gunshot 1s 0% 1 other
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8 (98) gunshot 2s 100% 6 gunshot
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8 (97) gunshot 2s 83% 5 gunshot, 1 uncertain
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8 (91) gunshot 2s 100% 6 gunshot
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8 (77) gunshot 2s 100% 6 gunshot
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8 (75) gunshot 2s 83% 5 gunshot, 1 uncertain
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8 (73) gunshot 2s 100% 6 gunshot
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8 (71) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
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8 (68) gunshot 2s 100% 6 gunshot
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8 (61) gunshot 2s 100% 6 gunshot
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8 (60) gunshot 2s 100% 6 gunshot
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8 (54) gunshot 2s 33% 3 other, 2 gunshot, 1 uncertain
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8 (37) gunshot 2s 100% 6 gunshot
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8 (33) gunshot 2s 100% 6 gunshot
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8 (30) gunshot 2s 83% 5 gunshot, 1 uncertain
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8 (28) gunshot 2s 33% 4 other, 2 gunshot
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8 (25) gunshot 2s 17% 5 other, 1 gunshot
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8 (22) gunshot 2s 100% 6 gunshot
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8 (15) gunshot 2s 100% 6 gunshot
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8 (14) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
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8 (2) gunshot 2s 83% 5 gunshot, 1 uncertain
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7 (95) gunshot 2s 83% 5 gunshot, 1 other
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7 (92) gunshot 2s 100% 6 gunshot
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7 (89) gunshot 2s 83% 5 gunshot, 1 uncertain
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7 (86) gunshot 2s 50% 3 gunshot, 3 other
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7 (73) gunshot 2s 100% 6 gunshot
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7 (80) gunshot 2s 100% 6 gunshot
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7 (68) gunshot 2s 100% 6 gunshot
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7 (63) gunshot 2s 100% 6 gunshot
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7 (61) gunshot 2s 100% 6 gunshot
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7 (59) gunshot 2s 100% 6 gunshot
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7 (46) gunshot 2s 50% 3 gunshot, 2 uncertain, 1 other
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7 (43) gunshot 2s 100% 6 gunshot
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7 (41) gunshot 2s 100% 6 gunshot
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7 (37) gunshot 2s 100% 6 gunshot
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7 (33) gunshot 2s 100% 6 gunshot
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7 (32) gunshot 2s 100% 6 gunshot
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7 (28) gunshot 2s 100% 6 gunshot
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7 (25) gunshot 2s 50% 3 gunshot, 2 uncertain, 1 other
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7 (23) gunshot 2s 50% 3 gunshot, 2 other, 1 uncertain
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7 (22) gunshot 2s 67% 4 gunshot, 2 uncertain
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7 (3) gunshot 2s 100% 6 gunshot
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7 (16) gunshot 2s 83% 5 gunshot, 1 other
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7 (17) gunshot 2s 67% 4 gunshot, 2 other
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7 (13) gunshot 2s 100% 6 gunshot
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7 (7) gunshot 2s 100% 6 gunshot
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7 (2) gunshot 2s 100% 6 gunshot
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6 (99) gunshot 2s 100% 6 gunshot
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6 (98) gunshot 2s 100% 6 gunshot
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6 (87) gunshot 2s 100% 6 gunshot
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6 (79) gunshot 2s 100% 6 gunshot
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6 (74) gunshot 2s 100% 6 gunshot
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6 (70) gunshot 2s 100% 6 gunshot
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6 (56) gunshot 2s 100% 6 gunshot
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6 (54) gunshot 2s 17% 5 other, 1 gunshot
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6 (49) gunshot 2s 100% 6 gunshot
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6 (41) gunshot 2s 100% 6 gunshot
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6 (34) gunshot 2s 100% 6 gunshot
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6 (38) gunshot 2s 100% 6 gunshot
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6 (29) gunshot 2s 83% 5 gunshot, 1 uncertain
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6 (25) gunshot 2s 100% 6 gunshot
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6 (21) gunshot 2s 83% 5 gunshot, 1 uncertain
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6 (15) gunshot 2s 83% 5 gunshot, 1 other
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6 (16) gunshot 2s 100% 6 gunshot
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6 (6) gunshot 2s 100% 6 gunshot
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6 (5) gunshot 2s 83% 5 gunshot, 1 uncertain
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4 (100) gunshot 2s 100% 6 gunshot
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4 (92) gunshot 2s 100% 6 gunshot
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4 (90) gunshot 2s 83% 5 gunshot, 1 uncertain
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4 (77) gunshot 2s 67% 4 gunshot, 2 uncertain
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4 (81) gunshot 2s 67% 4 gunshot, 2 other
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4 (73) gunshot 2s 100% 6 gunshot
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4 (68) gunshot 2s 100% 6 gunshot
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4 (67) gunshot 2s 100% 6 gunshot
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4 (59) gunshot 2s 100% 6 gunshot
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4 (61) gunshot 2s 100% 6 gunshot
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4 (56) gunshot 2s 100% 6 gunshot
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4 (50) gunshot 2s 100% 6 gunshot
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4 (48) gunshot 2s 100% 6 gunshot
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4 (41) gunshot 2s 100% 6 gunshot
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4 (39) gunshot 2s 100% 6 gunshot
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4 (35) gunshot 2s 100% 6 gunshot
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4 (29) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
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4 (28) gunshot 2s 100% 6 gunshot
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4 (24) gunshot 2s 67% 4 gunshot, 2 other
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4 (16) gunshot 2s 100% 6 gunshot
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4 (8) gunshot 2s 100% 6 gunshot
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2 (97) gunshot 2s 67% 4 gunshot, 2 uncertain
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2 (92) gunshot 2s 100% 6 gunshot
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2 (89) gunshot 2s 100% 6 gunshot
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2 (87) gunshot 2s 100% 6 gunshot
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2 (76) gunshot 2s 83% 5 gunshot, 1 other
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2 (79) gunshot 2s 83% 5 gunshot, 1 other
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2 (83) gunshot 2s 100% 6 gunshot
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2 (68) gunshot 2s 100% 6 gunshot
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2 (63) gunshot 2s 100% 6 gunshot
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2 (55) gunshot 2s 83% 5 gunshot, 1 other
Show classification Show in data acquisition
2 (52) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (49) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (44) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (37) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (33) gunshot 2s 83% 5 gunshot, 1 other
Show classification Show in data acquisition
2 (26) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (22) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (17) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (13) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (9) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (7) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
2 (5) gunshot 2s 83% 5 gunshot, 1 uncertain
Show classification Show in data acquisition
1 (72) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (69) gunshot 2s 33% 3 other, 2 gunshot, 1 uncertain
Show classification Show in data acquisition
1 (67) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (61) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (54) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (56) gunshot 2s 67% 4 gunshot, 1 other, 1 uncertain
Show classification Show in data acquisition
1 (45) gunshot 2s 50% 3 gunshot, 2 other, 1 uncertain
Show classification Show in data acquisition
1 (40) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (33) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (25) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (1) gunshot 3s 100% 11 gunshot
Show classification Show in data acquisition
1 (13) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (16) gunshot 2s 17% 5 other, 1 gunshot
Show classification Show in data acquisition
1 (14) gunshot 2s 83% 5 gunshot, 1 other
Show classification Show in data acquisition
1 (12) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (9) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (6) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
1 (5) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (96) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (95) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (85) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (79) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (64) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (59) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (70) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (74) gunshot 1s 100% 1 gunshot
Show classification Show in data acquisition
3 (55) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (49) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (46) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (34) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (41) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (26) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (17) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (10) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition
3 (2) gunshot 2s 100% 6 gunshot
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
91.30%

Confusion matrix

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Feature explorer

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