Dataset Versions
v3
2024-11-20 11:20pm
Generated on Nov 20, 2024
1976 Total Images
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Dataset Split
Train Set 88%
1743Images
Valid Set 8%
162Images
Test Set 4%
71Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 800x800
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -23% and +23%
Noise: Up to 1.29% of pixels