Dataset Versions

v5

2023-10-21 2:28pm

Generated on Oct 21, 2023

Dataset Split

Train Set 76%
7794Images
Valid Set 5%
557Images
Test Set 18%
1845Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1080x1080

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 8% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±15° Horizontal, ±15° Vertical