Dataset Versions

v20

2024-06-20 9:18am

Generated on Jun 20, 2024

Dataset Split

Train Set 86%
1092Images
Valid Set 8%
104Images
Test Set 6%
78Images

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-90% Vertical Region
Resize: Stretch to 1280x1280

Augmentations

Outputs per training example: 3
Rotation: Between -5° and +5°
Shear: ±5° Horizontal, ±5° Vertical
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.26% of pixels

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