Dataset Versions

v7

2023-11-04 1:00pm

Generated on Nov 4, 2023

Dataset Split

Train Set 87%
1476Images
Valid Set 11%
192Images
Test Set 1%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Tile: 2 rows x 2 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -21% and +21%