Dataset Versions
v3
2024-03-17 1:43am
Generated on Mar 16, 2024
204 Total Images
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Dataset Split
Train Set 88%
180Images
Valid Set 8%
16Images
Test Set 4%
8Images
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
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 3 boxes with 10% size each