Dataset Versions

v1

2023-10-09 7:14pm

Generated on Oct 9, 2023

Dataset Split

Train Set 88%
30Images
Valid Set 9%
3Images
Test Set 3%
1Images

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