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

Model testing output

Results

Model version:
Accuracy
96.11%

Confusion matrix

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Feature explorer

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