Dataset Versions

v5

2024-02-13 10:58pm

Generated on Feb 13, 2024

Dataset Split

Train Set 86%
8031Images
Valid Set 7%
607Images
Test Set 7%
690Images

Preprocessing

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
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical