Dataset Versions
v3
2024-05-14 7:32am
Generated on May 13, 2024
7071 Total Images
View All Images
Dataset Split
Train Set 87%
6186Images
Valid Set 8%
591Images
Test Set 4%
294Images
Preprocessing
Static Crop: 39-89% Horizontal Region, 22-90% Vertical Region
Resize: Stretch to 600x600
Auto-Adjust Contrast: Using Histogram Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -23° and +23°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Noise: Up to 4.99% of pixels