Dataset Versions
Versions
v1
2023-05-01 2:40am
Generated on Apr 30, 2023
24911 Total Images
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Dataset Split
Train Set 90%
22425Images
Valid Set 6%
1494Images
Test Set 4%
992Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -20% and +20%
Exposure: Between -9% and +9%
Blur: Up to 1.25px