Dataset Versions
Versions
v1
2024-02-07 2:45am
Generated on Feb 6, 2024
1450 Total Images
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Dataset Split
Train Set 88%
1269Images
Valid Set 6%
91Images
Test Set 6%
90Images
Preprocessing
Auto-Orient: Applied
Static Crop: 26-75% Horizontal Region, 35-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -14° and +14°
Shear: ±15° Horizontal, ±9° Vertical
Grayscale: Apply to 25% of images
Noise: Up to 0.38% of pixels