Dataset Versions

v31

2023-04-18 2:57pm

Generated on Apr 18, 2023

Dataset Split

Train Set 91%
1680Images
Valid Set %
0Images
Test Set 9%
167Images

Preprocessing

Auto-Orient: Applied
Static Crop: 42-65% Horizontal Region, 25-65% Vertical Region
Modify Classes: 31 remapped, 12 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -113° and +113°