Dataset Versions
v3
test-3
Generated on Oct 13, 2024
2691 Total Images
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Dataset Split
Train Set 72%
1928Images
Valid Set 14%
383Images
Test Set 14%
380Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Fit (black edges) in 1920x1080
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Tile: 4 rows x 4 columns
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical