Dataset Versions

v1

2023-12-17 6:06pm

Generated on Dec 17, 2023

Dataset Split

Train Set 85%
18870Images
Valid Set 10%
2321Images
Test Set 5%
1032Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 3 boxes with 10% size each