water_surface Computer Vision Model
3661 Total Images
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Dataset Split
Train Set 88%
3207Images
Valid Set 8%
313Images
Test Set 4%
141Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Rotation: Between -22° and +22°
Shear: ±14° Horizontal, ±14° Vertical