Dataset Versions
v6
2024-07-04 10:59am
Generated on Jul 4, 2024
7564 Total Images
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Dataset Split
Train Set 99%
7464Images
Valid Set 1%
68Images
Test Set 0%
32Images
Preprocessing
Auto-Orient: Applied
Static Crop: 4-100% Horizontal Region, 16-79% Vertical Region
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Saturation: Between -25% and +25%
Brightness: Between -22% and +22%
Noise: Up to 0.18% of pixels