Dataset Versions

v1

2024-07-19 6:35am

Generated on Jul 19, 2024

Dataset Split

Train Set 87%
642Images
Valid Set 8%
61Images
Test Set 4%
31Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -59% and +59%
Bounding Box: Noise: Up to 0.1% of pixels