Dataset Versions
v5
2024-05-12 1:28am
Generated on May 11, 2024
9536 Total Images
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Dataset Split
Train Set 85%
8064Images
Valid Set 9%
832Images
Test Set 7%
640Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-90% Horizontal Region, 10-90% Vertical Region
Resize: Stretch to 448x448
Tile: 8 rows x 8 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Brightness: Between -9% and +9%