guodong li / 网球训练 Public
Target: Raspberry Pi 5 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 Accuracy Result
T_20240909205329_944 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909205329_911 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909205329_877 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909205327_577 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909205327_477 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909205326_033 notgood 0% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909205325_422 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909205325_400 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909204203_422 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909204205_711 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909204203_366 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909204203_400 notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
T_20240909205329_988 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909205327_666 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909205327_611 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909205327_600 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909205325_577 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909205325_511 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909204203_522 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909204200_933 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909204200_911 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909204200_844 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909203107_455 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909203107_388 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909203104_400 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909203104_455 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909203104_500 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909203104_366 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909203104_300 ok 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
T_20240909195930_233 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909195930_177 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909195930_133 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909195928_366 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909195928_288 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909195928_244 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909194909_033 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909194908_933 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909194908_966 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909194905_433 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
T_20240909194905_455 ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
837_16_04_54_084_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
678_16_04_33_854_ notgood 0% 1 ok
Show classification Show in data acquisition Show in feature explorer
532_00_15_12_784_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
479_00_14_44_027_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
335_23_55_00_297_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
157_09_02_28_068_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
13_08_49_02_579_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
555_00_27_08_839_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3047_10_36_45_733_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3044_10_36_45_380_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2827_10_22_00_145_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2839_10_22_01_625_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2770_10_21_35_594_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2693_10_21_05_920_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2397_10_05_11_917_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2388_10_05_10_999_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2382_10_05_10_603_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2340_10_04_42_760_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2284_10_04_16_548_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2277_10_04_15_842_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2280_10_04_16_144_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2223_09_54_39_324_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2211_09_54_38_150_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2213_09_54_38_292_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2043_09_44_48_124_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2035_09_44_47_128_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
1968_09_43_47_701_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
1889_09_43_00_870_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
1882_09_43_00_188_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
1763_09_35_07_634_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
1765_09_35_07_770_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
1833_09_36_16_107_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
710_00_30_53_742_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
701_00_30_52_879_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
696_00_30_52_224_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
564_00_27_09_807_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
637_00_30_32_622_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
567_00_27_10_075_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
525_00_15_11_991_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
502_09_10_12_442_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
4_08_49_01_900_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
465_00_14_42_687_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
439_09_10_06_422_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
434_09_10_05_938_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3564_10_53_11_351_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3560_10_53_10_913_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
353_09_09_22_500_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
355_09_09_22_679_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3490_10_49_39_330_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3421_10_49_14_228_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3362_10_48_42_350_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
331_23_54_59_826_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
3101_10_37_08_598_ notgood 100% 1 notgood
Show classification Show in data acquisition Show in feature explorer
836_16_04_53_952_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
756_16_04_44_161_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
647_00_30_33_623_ ok 0% 1 notgood
Show classification Show in data acquisition Show in feature explorer
680_16_04_34_024_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
638_16_04_21_164_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
636_16_04_20_950_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
574_00_27_10_823_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
556_16_04_08_004_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
498_16_03_55_047_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
493_16_03_54_680_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
482_00_14_44_278_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
427_16_03_41_380_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
391_00_14_19_248_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
359_09_09_23_100_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
3521_10_52_18_055_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
352_16_03_24_935_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
3423_10_49_14_437_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
337_23_55_00_447_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
339_23_55_00_641_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
338_23_55_00_560_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
306_16_03_13_146_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
3057_10_36_46_808_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
302_09_03_12_392_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
278_23_54_35_698_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
277_23_54_35_635_ ok 0% 1 notgood
Show classification Show in data acquisition Show in feature explorer
2401_10_05_12_329_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
238_16_02_59_850_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
229_09_02_50_031_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
2045_09_44_48_296_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
2044_09_44_48_209_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
1970_09_43_47_921_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
1842_09_36_17_063_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
1775_09_35_08_783_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
1772_09_35_08_496_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
1701_09_34_33_145_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
1706_09_34_33_581_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
1644_09_34_12_705_ ok 100% 1 ok
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
96.15%

Metrics for Transfer learning

Metric Value
Area under ROC Curve 0.96
Weighted average Precision 0.96
Weighted average Recall 0.96
Weighted average F1 score 0.96

Confusion matrix

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Feature explorer

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