Dataset Versions

v15

2023-09-03 8:06am

Generated on Sep 3, 2023

Dataset Split

Train Set 87%
1404Images
Valid Set 6%
104Images
Test Set 6%
104Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 224x224
Modify Classes: 26 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 20% Minimum Zoom, 80% Maximum Zoom
Brightness: Between -40% and +40%
Cutout: 5 boxes with 20% size each