Dataset Versions

v2

2024-12-21 12:11am

Generated on Dec 20, 2024

Dataset Split

Train Set 85%
45Images
Valid Set 8%
4Images
Test Set 8%
4Images

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
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%