Dataset Versions
v3
Extreme-Augmentation_2024-12-18 9-26pm
Generated on Dec 18, 2024
5902 Total Images
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Dataset Split
Train Set 90%
5322Images
Valid Set 6%
375Images
Test Set 3%
205Images
Preprocessing
Resize: Fit (reflect edges) in 1024x1024
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Bounding Box: Rotation: Between -20° and +20°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical