Dataset Versions

v5

2023-09-17 8:32pm

Generated on Sep 17, 2023

Dataset Split

Train Set 92%
2400Images
Valid Set 4%
100Images
Test Set 4%
100Images

Preprocessing

Resize: Stretch to 352x352

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Blur: Up to 2.5px