Dataset Versions

v1

2023-05-14 11:37am

Generated on May 14, 2023

Dataset Split

Train Set 87%
6564Images
Valid Set 8%
628Images
Test Set 4%
332Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -17° and +17°
Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Brightness: Between -25% and +25%