Dataset Versions
v2
2024-04-20 11:00pm
Generated on Apr 20, 2024
1781 Total Images
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Dataset Split
Train Set 91%
1620Images
Valid Set 6%
107Images
Test Set 3%
54Images
Preprocessing
Auto-Orient: Applied
Static Crop: 19-89% Horizontal Region, 18-82% Vertical Region
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 1.01% of pixels