Dataset Versions
Versions
v1
2024-10-02 2:51am
Generated on Oct 2, 2024
1556 Total Images
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Dataset Split
Train Set 88%
1368Images
Valid Set 8%
125Images
Test Set 4%
63Images
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
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 0.18% of pixels