Dataset Versions
v1
2024-09-17 1:44pm
Generated on Sep 17, 2024
2151 Total Images
View All Images
Dataset Split
Train Set 92%
1980Images
Valid Set 5%
112Images
Test Set 3%
59Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 5
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Hue: Between -7° and +7°
Saturation: Between -30% and +30%
Brightness: Between -24% and +24%
Blur: Up to 0.8px