Dataset Versions

v3

1920x1080 Augment without Blur

Generated on Jul 11, 2023

Dataset Split

Train Set 84%
2736Images
Valid Set 7%
233Images
Test Set 9%
281Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1920x1080
Modify Classes: 14 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 40% Maximum Zoom
Shear: ±45° Horizontal, ±45° Vertical
Blur: Up to 1.5px