Dataset Versions
v10
Ballast Augmented Dataset
Generated on Oct 29, 2024
57 Total Images
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Dataset Split
Train Set 79%
45Images
Valid Set 14%
8Images
Test Set 7%
4Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -10° and +10°
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 1.49% of pixels