Naveen / Running_Faucet_Blues_Wireless Public
Target: Arduino Nano 33 BLE Sense (Cortex-M4F 64MHz) 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.37i2upmk noise 20s 100% 19 noise
Show classification Show in data acquisition
noise.37i2qac8 noise 20s 100% 19 noise
Show classification Show in data acquisition
faucet.37e0j9bq faucet 20s 5% 18 noise, 1 faucet
Show classification Show in data acquisition
noise.37dvbeee noise 20s 100% 19 noise
Show classification Show in data acquisition
noise.37drtko6 noise 20s 100% 19 noise
Show classification Show in data acquisition
faucet.37drnhhe faucet 20s 100% 19 faucet
Show classification Show in data acquisition
noise.37dr8640 noise 20s 100% 19 noise
Show classification Show in data acquisition
noise.37dr56uk noise 20s 100% 19 noise
Show classification Show in data acquisition
noise.12uvcljru noise 1m 0s 100% 59 noise
Show classification Show in data acquisition
faucet.0uv98b40 faucet 1m 0s 98% 58 faucet, 1 noise
Show classification Show in data acquisition
faucet.2uve69m6 faucet 1m 0s 100% 59 faucet
Show classification Show in data acquisition
noise.14v1jdiit noise 1m 0s 100% 59 noise
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
95.10%

Confusion matrix

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Feature explorer

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