Dataset Versions

v3

2023-04-17 2:13pm

Generated on Apr 17, 2023

Dataset Split

Train Set 70%
6653Images
Valid Set 20%
1902Images
Test Set 10%
952Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 900x900
Grayscale: Applied

Augmentations

Outputs per training example: 1
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between 0% and +46%
Cutout: 3 boxes with 20% size each
Bounding Box: Flip: Horizontal