Manivannan / Vehicle Predictive Maintenance Public
Target: Cortex-M4F 80MHz 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
Faulty Drive Shaft.2lvquknq Faulty Drive Shaft 11s 100% 3 Faulty Drive Shaft
Show classification Show in data acquisition Show in feature explorer
Faulty Drive Shaft.2m11srdo Faulty Drive Shaft 15s 100% 11 Faulty Drive Shaft
Show classification Show in data acquisition Show in feature explorer
Faulty Drive Shaft.2m14gd7e Faulty Drive Shaft 15s 100% 11 Faulty Drive Shaft
Show classification Show in data acquisition Show in feature explorer
Normal.2m19ucc9 Normal 15s 100% 11 Normal
Show classification Show in data acquisition Show in feature explorer
Normal.2m1cimc4 Normal 15s 100% 11 Normal
Show classification Show in data acquisition Show in feature explorer
Brake Pad Noise.2m169lgd.wav.2m19gipc Brake Pad Noise 15s 100% 11 Brake Pad Noise
Show classification Show in data acquisition Show in feature explorer
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Model testing output

Results

Model version:
Accuracy
100.00%

Confusion matrix

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Feature explorer

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