Dataset Versions

v5

2023-10-19 4:52pm

Generated on Oct 19, 2023

Dataset Split

Train Set 88%
3105Images
Valid Set 8%
296Images
Test Set 4%
147Images

Preprocessing

Auto-Orient: Applied
Static Crop: 4-94% Horizontal Region, 15-73% Vertical Region
Resize: Stretch to 640x640
Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Saturation: Between -65% and +65%
Brightness: Between -38% and +38%