Dataset Versions
Versions
v1
2024-06-03 9:03pm
Generated on Jun 3, 2024
588 Total Images
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Dataset Split
Train Set 92%
543Images
Valid Set 4%
22Images
Test Set 4%
23Images
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°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels