Dataset Versions

v3

2024-05-11 7:32pm

Generated on May 11, 2024

Dataset Split

Train Set 88%
1035Images
Valid Set 8%
95Images
Test Set 4%
50Images

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
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical