Dataset Versions

v3

2023-02-20 9:22pm

Generated on Feb 21, 2023

Dataset Split

Train Set 85%
261Images
Valid Set 11%
33Images
Test Set 4%
13Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 5.25px