Dataset Versions
v4
2022-12-31 6:58pm
Generated on Dec 31, 2022
6529 Total Images
View All Images
Dataset Split
Train Set 82%
5376Images
Valid Set 12%
769Images
Test Set 6%
384Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 2
Rotation: Between -10° and +10°
Shear: ±8° Horizontal, ±8° Vertical
Hue: Between -7° and +7°
Saturation: Between -17% and +17%
Brightness: Between -21% and +21%
Exposure: Between -12% and +12%
Noise: Up to 5% of pixels