Dataset Versions
v2
2023-01-09 8:53am
Generated on Jan 9, 2023
12656 Total Images
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Dataset Split
Train Set 87%
11040Images
Valid Set 8%
1056Images
Test Set 4%
560Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 3 boxes with 10% size each