Dataset Versions

v1

2024-07-23 6:24am

Generated on Jul 23, 2024

Dataset Split

Train Set 92%
2400Images
Valid Set 4%
100Images
Test Set 4%
100Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -10° and +10°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -30% and +30%
Blur: Up to 1px
Noise: Up to 1.49% of pixels