Dataset Versions
Versions
v1
2023-06-13 5:20pm
Generated on Jun 13, 2023
19118 Total Images
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Dataset Split
Train Set 87%
16728Images
Valid Set 8%
1593Images
Test Set 4%
797Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±20° Horizontal, ±20° Vertical
Brightness: Between -35% and +35%
Noise: Up to 10% of pixels