Dataset Versions
v7
Test2
Generated on Nov 23, 2024
3425 Total Images
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Dataset Split
Train Set 80%
2745Images
Valid Set 14%
486Images
Test Set 6%
194Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -11° and +11°
Grayscale: Apply to 15% of images
Brightness: Between -23% and +23%
Exposure: Between -10% and +10%
Noise: Up to 1.72% of pixels