Dataset Versions

v2

2023-10-09 8:43pm

Generated on Oct 9, 2023

Dataset Split

Train Set 88%
84Images
Valid Set 8%
8Images
Test Set 3%
3Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Shear: ±30° Horizontal, ±30° Vertical
Blur: Up to 2.5px
Cutout: 5 boxes with 10% size each