Dataset Versions

v1

2024-07-10 11:57am

Generated on Jul 10, 2024

Dataset Split

Train Set 81%
105Images
Valid Set 12%
15Images
Test Set 7%
9Images

Preprocessing

Auto-Orient: Applied
Auto-Adjust Contrast: Using Histogram Equalization
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±11° Horizontal, ±12° Vertical
Brightness: Between -20% and +20%
Noise: Up to 1.05% of pixels