Dataset Versions

v3

2024-10-22 12:50am

Generated on Oct 22, 2024

Dataset Split

Train Set 92%
1698Images
Valid Set 4%
69Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -30% and +30%
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2.5px