Dataset Versions
v5
2024-11-15 7:52pm
Generated on Nov 15, 2024
311 Total Images
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Dataset Split
Train Set 88%
273Images
Valid Set 8%
26Images
Test Set 4%
12Images
Preprocessing
Auto-Orient: Applied
Static Crop: 15-84% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -48% and +48%
Blur: Up to 2.3px
Noise: Up to 1.52% of pixels