Dataset Versions

v8

960x540 binary II

Generated on Jul 11, 2023

Dataset Split

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

Preprocessing

Auto-Orient: Applied
Static Crop: 0-100% Horizontal Region, 0-90% Vertical Region
Resize: Stretch to 960x540
Modify Classes: 14 remapped, 11 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 40% Maximum Zoom