Dataset Versions
v3
2024-10-14 11:16am
Generated on Oct 14, 2024
8234 Total Images
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Dataset Split
Train Set 90%
7412Images
Valid Set 7%
551Images
Test Set 3%
271Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 4
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Blur: Up to 2.5px