Manivannan / Vehicle Predictive Maintenance Public
Target: Cortex-M4F 80MHz Clone this project

Test data

Set confidence 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
Faulty Drive Shaft.2lvquknq Faulty Drive Shaft 11s 100% 3 Faulty Drive Shaft
Show classification Show in data acquisition
Faulty Drive Shaft.2m11srdo Faulty Drive Shaft 15s 100% 11 Faulty Drive Shaft
Show classification Show in data acquisition
Faulty Drive Shaft.2m14gd7e Faulty Drive Shaft 15s 100% 11 Faulty Drive Shaft
Show classification Show in data acquisition
Normal.2m19ucc9 Normal 15s 100% 11 Normal
Show classification Show in data acquisition
Normal.2m1cimc4 Normal 15s 100% 11 Normal
Show classification Show in data acquisition
Brake Pad Noise.2m169lgd.wav.2m19gipc Brake Pad Noise 15s 100% 11 Brake Pad Noise
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
100.00%

Confusion matrix

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Feature explorer

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