Dataset Versions
v5
2024-06-02 12:38am
Generated on Jun 1, 2024
3864 Total Images
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Dataset Split
Train Set 88%
3381Images
Valid Set 8%
323Images
Test Set 4%
160Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-70% Horizontal Region, 25-70% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 1px
Noise: Up to 1.84% of pixels