Dataset Versions

v3

2024-07-13 2:43pm

Generated on Jul 13, 2024

Dataset Split

Train Set 88%
735Images
Valid Set 8%
70Images
Test Set 4%
35Images

Preprocessing

Auto-Orient: Applied
Static Crop: 30-70% Horizontal Region, 15-85% Vertical Region
Resize: Stretch to 500x500
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -45° and +45°
Hue: Between -25° and +25°
Saturation: Between -30% and +30%
Brightness: Between -30% and +30%