Dataset Versions
v1
2023-01-09 9:25am
Generated on Jan 9, 2023
11152 Total Images
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Dataset Split
Train Set 83%
9264Images
Valid Set 11%
1184Images
Test Set 6%
704Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Tile: 4 rows x 4 columns
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Noise: Up to 7% of pixels
Cutout: 3 boxes with 18% size each