Dataset Versions
v3
2024-07-16 9:37am
Generated on Jul 16, 2024
20116 Total Images
View All Images
Dataset Split
Train Set 88%
17706Images
Valid Set 8%
1584Images
Test Set 4%
826Images
Preprocessing
Auto-Orient: Applied
Static Crop: 10-94% Horizontal Region, 27-100% Vertical Region
Auto-Adjust Contrast: Using Contrast Stretching
Filter Null: Require all images to contain annotations.
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 0% Maximum Zoom
Shear: ±21° Horizontal, ±5° Vertical
Brightness: Between -25% and +25%
Noise: Up to 0% of pixels