yliu / 管道检测 Public
Target: Renesas RA8D1 (Cortex-M85 480MHz) 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
IMG_20250605_161052_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_161052 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_161051_4 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_161051 Normal 100% 1 Normal
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IMG_20250605_160939_3 Normal 100% 1 Normal
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IMG_20250605_160936_4 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160936_2 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160936 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160926_2 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160926_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160924_2 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160923_4 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160923_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160922_4 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160922_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160920_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160921_2 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160920_7 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160555_2 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160555_4 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160834 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160555 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160554_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160553_3 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160551_5 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160552_5 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160553 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160527_3 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160441 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160526 Normal 0% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160439_2 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160438_3 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160437 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160437_3 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160434_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160433_1 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160250 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160251_3 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160250_2 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160250_3 Normal 100% 1 Normal
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_161030 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_161029_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_161020_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_161017_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160812_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160811_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160808_4 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160808_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160801_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160801 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160741_4 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160738_4 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160738_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160723 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160733 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160721_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160720_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160708 Block 0% 1 uncertain
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160700 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160704 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160644 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160642_5 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160641_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160642_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160640_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160639 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160637_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160637 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160336_2 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160336 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160332_3 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160333_3 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160327 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
IMG_20250605_160332_1 Block 100% 1 Block
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
97.30%

Metrics for Transfer learning

Metric Value
Area under ROC Curve 0.97
Weighted average Precision 0.97
Weighted average Recall 0.97
Weighted average F1 score 0.97

Confusion matrix

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Feature explorer

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