Dataset Versions

v12

2024-06-22 9:18am

Generated on Jun 22, 2024

Dataset Split

Train Set 88%
1848Images
Valid Set 8%
176Images
Test Set 4%
88Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 2.5px
Bounding Box: Rotation: Between -15° and +15°