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MultiClass Classification

Classification

MultiClass Classification Image Dataset

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Versions
2024-04-29 3:43pm
v695
·
2 months ago
v695

2024-04-29 3:43pm

Generated on Apr 29, 2024
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5449 Total Images

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Dataset Split

Train Set 82%
4490Images
Valid Set 12%
637Images
Test Set 6%
322Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels