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

Results

Model version:
Accuracy
95.10%

Confusion matrix

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Feature explorer

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