Dataset Versions

v8

2024-05-31 4:45pm

Generated on May 31, 2024

Dataset Split

Train Set 88%
3378Images
Valid Set 8%
321Images
Test Set 4%
158Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 2 remapped, 0 dropped

Augmentations

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