Dataset Versions

v1

2024-11-30 11:26am

Generated on Nov 30, 2024

Dataset Split

Train Set 87%
621Images
Valid Set 8%
58Images
Test Set 5%
35Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Blur: Up to 1px