Nekhil R / Vandalism Detection Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set 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.3g63njro Noise 2s 100% 1 Noise
Show classification Show in data acquisition
noise.3g63nf6i Noise 2s 100% 1 Noise
Show classification Show in data acquisition
noise.3g63mr9h Noise 2s 0% 1 Glass_Break
Show classification Show in data acquisition
noise.3g63lq3a Noise 2s 100% 1 Noise
Show classification Show in data acquisition
Glass_Break.3g62e81i.s4 Glass_Break 2s 100% 1 Glass_Break
Show classification Show in data acquisition
Glass_Break.3g62e81i.s7 Glass_Break 2s 100% 1 Glass_Break
Show classification Show in data acquisition
Glass_Break.3g62e81i.s8 Glass_Break 2s 100% 1 Glass_Break
Show classification Show in data acquisition
Glass_Break.3g62e81i.s9 Glass_Break 2s 100% 1 Glass_Break
Show classification Show in data acquisition
Noise.3fv8ungo.s2 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv8ungo.s1 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv8sso5.s5 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv8ungo.s3 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv8sso5.s4 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv8sso5.s1 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv8pq47.s4 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv8sso5.s2 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Noise.3fv7t9g0.s1 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
Munching_4.s2 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
NeighborSpeaking_4.s2 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
AirportAnnouncements_1.s4 Noise 4s 100% 5 Noise
Show classification Show in data acquisition
AirConditioner_3.s3 Noise 4s 100% 5 Noise
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
91.30%

Confusion matrix

Glass_BreakNoiseuncertain
Glass_Break84.1%14.5%1.4%
Noise1.4%98.6%0%
f1 score0.910.93

Feature explorer

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