Dataset Versions

v8

2023-06-21 11:55am

Generated on Jun 21, 2023

Dataset Split

Train Set 87%
5544Images
Valid Set 8%
539Images
Test Set 4%
268Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 224x224
Modify Classes: 3 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each