PDP lego classification

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lego part label classification

Classification

lego part label classification Image Dataset

Try Pre-Trained Model
Versions
2023-04-25 4:58pm
v3
Apr 25, 2023
2023-04-25 4:51pm
v2
Apr 25, 2023
2023-04-18 5:03pm
v1
Apr 18, 2023
v3

2023-04-25 4:58pm

Generated on Apr 25, 2023
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721 Total Images

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Dataset Split

Train Set 87%
630Images
Valid Set 8%
60Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Blur: Up to 3.25px
Noise: Up to 5% of pixels