Edge Impulse Experts / Gesture detection Public
Target: Nordic nRF52840 DK (Cortex-M4F 64MHz) Clone this project

Test data

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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
circle.6bplo55l.s80 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s75 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s74 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s71 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s66 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s61 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s56 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s51 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s45 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s40 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s35 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s30 circle 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s25 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s20 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s15 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s10 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
circle.6bplo55l.s5 circle 1s 100% 1 circle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s46 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s41 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s36 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s31 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s26 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s21 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s16 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s11 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s6 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
idle.6bpmeorp.s1 idle 1s 100% 1 idle
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s83 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s78 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s73 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s68 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s63 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s58 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s53 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s48 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s43 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s38 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s33 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s28 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s24 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s20 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s16 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s12 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
left-right.6bpltme0.s3 left-right 1s 100% 1 left-right
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s78 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s73 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s68 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s63 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s58 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s53 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s48 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s43 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s38 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s33 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s28 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s23 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s18 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s13 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s8 random-motion 1s 100% 1 random-motion
Show classification Show in data acquisition Show in feature explorer
random-motion.6bpm2ae8.s3 random-motion 1s 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
96.67%

Metrics for Classifier

Metric Value
Area under ROC Curve 1.00
Weighted average Precision 0.98
Weighted average Recall 0.98
Weighted average F1 score 0.98

Confusion matrix

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Feature explorer

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