Dataset Versions
Versions
v1
2024-03-28 8:40am
Generated on Mar 28, 2024
4315 Total Images
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Dataset Split
Train Set 94%
4074Images
Valid Set 6%
241Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels