Dataset Versions
v3
2023-04-14 3:40pm
Generated on Apr 14, 2023
617 Total Images
View All Images
Dataset Split
Train Set 88%
540Images
Valid Set 7%
44Images
Test Set 5%
33Images
Preprocessing
Static Crop: 0-100% Horizontal Region, 7-92% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 38% Maximum Zoom
Rotation: Between -20° and +20°
Shear: ±20° Horizontal, ±20° Vertical
Saturation: Between -48% and +48%
Brightness: Between -25% and +25%
Blur: Up to 1px
Cutout: 10 boxes with 4% size each