machine classification Dataset

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2024-03-11 4:44pm
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6 months ago
2024-03-11 3:38pm
v1
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6 months ago
v1

2024-03-11 3:38pm

Generated on Mar 11, 2024
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759 Total Images

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Dataset Split

Train Set 87%
663Images
Valid Set 8%
64Images
Test Set 4%
32Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -14° and +14°
Grayscale: Apply to 10% of images
Hue: Between -20° and +20°
Saturation: Between -20% and +20%
Brightness: Between -30% and +30%
Noise: Up to 1.48% of pixels

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