Dataset Versions
v1
2024-05-04 1:11pm
Generated on May 4, 2024
1656 Total Images
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Dataset Split
Train Set 85%
1404Images
Valid Set 10%
162Images
Test Set 5%
90Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 3 rows x 3 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Cutout: 4 boxes with 19% size each