Edge Impulse Experts / Muse blinks separately recorded 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.2022-09-18 11_15_57.180036 Noise 19ms 100% 1 Noise
Show classification Show in data acquisition
1.2022-09-18 11_16_05.319012 1 19ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 11_16_17.568845 1 19ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 11_18_45.215566 1 19ms 100% 1 1
Show classification Show in data acquisition
Noise.2022-09-18 11_16_21.619175 Noise 19ms 100% 1 Noise
Show classification Show in data acquisition
1.2022-09-18 11_16_23.666493 1 19ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 11_16_54.434313 1 19ms 100% 1 1
Show classification Show in data acquisition
Noise.2022-09-18 11_19_07.543151 Noise 19ms 100% 1 Noise
Show classification Show in data acquisition
Noise.2022-09-18 11_17_17.186194 Noise 19ms 100% 1 Noise
Show classification Show in data acquisition
Noise.2022-09-18 11_17_35.456685 Noise 19ms 100% 1 Noise
Show classification Show in data acquisition
1.2022-09-18 11_17_43.620410 1 20ms 100% 1 1
Show classification Show in data acquisition
Noise.2022-09-18 11_17_41.567684 Noise 19ms 100% 1 Noise
Show classification Show in data acquisition
Noise.2022-09-18 11_17_53.834064 Noise 19ms 100% 1 Noise
Show classification Show in data acquisition
1.2022-09-18 11_19_03.472315 1 19ms 0% 1 Noise
Show classification Show in data acquisition
1.2022-09-18 11_18_20.455866 1 19ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 11_18_32.936556 1 19ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 10_53_41.474693 1 20ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 10_55_01.274909 1 20ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 10_55_07.516940 1 19ms 100% 1 1
Show classification Show in data acquisition
1.2022-09-18 10_55_25.995824 1 19ms 100% 1 1
Show classification Show in data acquisition
Noise.2022-09-18 10_55_30.173751 Noise 20ms 100% 1 Noise
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
97.22%

Confusion matrix

1Noiseuncertain
194.7%5.3%0%
Noise0%100%0%
f1 score0.970.97

Feature explorer

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