Dataset Versions

v3

2023-07-22 10:59pm

Generated on Jul 22, 2023

Dataset Split

Train Set 88%
1848Images
Valid Set 8%
176Images
Test Set 4%
88Images

Preprocessing

Auto-Orient: Applied
Static Crop: 9-91% Horizontal Region, 5-96% Vertical Region
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels