Dataset Versions
v2
2023-08-28 8:01pm
Generated on Aug 28, 2023
13584 Total Images
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Dataset Split
Train Set 88%
11892Images
Valid Set 8%
1132Images
Test Set 4%
560Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±15° Horizontal, ±15° Vertical