Dataset Versions
v2
2024-12-10 2:45pm
Generated on Dec 10, 2024
2743 Total Images
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Dataset Split
Train Set 87%
2400Images
Valid Set 8%
228Images
Test Set 4%
115Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -19% and +19%
Blur: Up to 1.8px
Noise: Up to 1.25% of pixels