Dataset Versions

v4

2022-07-06 2:24pm

Generated on Jul 6, 2022

Dataset Split

Train Set 82%
576Images
Valid Set 12%
82Images
Test Set 6%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -6° and +6°
Hue: Between -6° and +6°
Saturation: Between -33% and +33%
Blur: Up to 1.5px