Dataset Versions
Versions
v1
2024-12-12 2:27am
Generated on Dec 11, 2024
18566 Total Images
View All Images
Dataset Split
Train Set 87%
16245Images
Valid Set 8%
1547Images
Test Set 4%
774Images
Preprocessing
Auto-Orient: Applied
Static Crop: 21-71% Horizontal Region, 0-100% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical