Dataset Versions

v6

aug_2k_3classes

Generated on Dec 17, 2024

Dataset Split

Train Set 82%
1974Images
Valid Set 12%
283Images
Test Set 6%
147Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x800
Modify Classes: 5 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical