David Schwarz / Acoustic Anomaly Detection - TI LaunchPad 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
noise.2ie071p6 background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06r34 background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06r0a background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06qpr background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06qpd background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06qlk background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06qik background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06qhm background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06qh1 background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06q6u background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06q6u background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06q43 background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06q2h background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06q29 background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
noise.2ie06pki background 1s 100% 1 background
Show classification Show in data acquisition Show in feature explorer
a026_120_150.2iakfmj8 background 30s 100% 59 background
Show classification Show in data acquisition Show in feature explorer
a023_60_90.2iakfgqk background 30s 100% 59 background
Show classification Show in data acquisition Show in feature explorer
a023_180_210.2iakfeft background 30s 100% 59 background
Show classification Show in data acquisition Show in feature explorer
315647.2ia6s8i2.s1 glassbreak 2s 100% 2 glassbreak
Show classification Show in data acquisition Show in feature explorer
366595.2ia6scq6.s1 glassbreak 2s 33% 1 background, 1 glassbreak, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
344268.2ia6se31.s1 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
321143.2ia6s8e6.s1 glassbreak 2s 33% 2 background, 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
270816.2ia6s9ie.s1 glassbreak 2s 67% 2 glassbreak, 1 uncertain
Show classification Show in data acquisition Show in feature explorer
270518.2ia6sadr.s4 glassbreak 2s 67% 2 glassbreak, 1 background
Show classification Show in data acquisition Show in feature explorer
270518.2ia6sadr.s3 glassbreak 2s 33% 2 background, 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
257642.2ia6siue.s1 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
84536.2ia6sok6.s1 glassbreak 2s 33% 2 background, 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
362238.2ia6sqie.s3 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320128.2ia6sqr2.s1 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320127.2ia6st2i.s4 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320127.2ia6st2i.s3 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
57947.2ia6suum.s3 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
57947.2ia6suum.s2 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
57947.2ia6suum.s1 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
360621.2ia6svp6.s11 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
360621.2ia6svp6.s6 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
360621.2ia6svp6.s5 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
360621.2ia6svp6.s4 glassbreak 2s 67% 2 glassbreak, 1 background
Show classification Show in data acquisition Show in feature explorer
360621.2ia6svp6.s1 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
87568.2ia6t17a.s9 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
87568.2ia6t17a.s2 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320126.2ia6t2pv.s26 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320126.2ia6t2pv.s14 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320126.2ia6t2pv.s12 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320126.2ia6t2pv.s9 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320126.2ia6t2pv.s8 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
320126.2ia6t2pv.s2 glassbreak 2s 100% 3 glassbreak
Show classification Show in data acquisition Show in feature explorer
57971.2ia6t765.s4 glassbreak 1s 100% 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
57971.2ia6t765.s3 glassbreak 1s 100% 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
57971.2ia6t765.s2 glassbreak 1s 100% 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
368342.2ia6sd2q glassbreak 883ms 100% 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
338694.2ia6s9it glassbreak 1s 100% 1 glassbreak
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
96.11%

Confusion matrix

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Feature explorer

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