Kapitan_bomba Dataset

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2024-10-22 12:18pm
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Generated on Oct 21, 2024
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3362 Total Images

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Dataset Split

Train Set 88%
2943Images
Valid Set 8%
279Images
Test Set 4%
140Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 2 dropped

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±5° Vertical
Hue: Between -21° and +21°
Exposure: Between -5% and +5%
Noise: Up to 0.97% of pixels
Cutout: 25 boxes with 3% size each

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