Dataset Versions
Versions
v1
2024-09-30 1:22pm
Generated on Sep 30, 2024
7972 Total Images
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Dataset Split
Train Set 88%
6984Images
Valid Set 8%
656Images
Test Set 4%
332Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%