Dataset Versions
v4
2024-07-05 5:18pm
Generated on Jul 5, 2024
11520 Total Images
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Dataset Split
Train Set 88%
10080Images
Valid Set 8%
960Images
Test Set 4%
480Images
Preprocessing
Auto-Orient: Applied
Static Crop: 0-88% Horizontal Region, 8-96% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -9° and +9°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -25% and +25%
Noise: Up to 1.37% of pixels