Dataset Versions

v8

2024-03-05 11:18am

Generated on Mar 5, 2024

Dataset Split

Train Set 92%
2640Images
Valid Set 4%
110Images
Test Set 4%
110Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%
Blur: Up to 2px
Noise: Up to 1.8% of pixels