Dataset Versions

v5

2023-02-06 9:53am

Generated on Feb 6, 2023

Dataset Split

Train Set 91%
150Images
Valid Set 9%
14Images
Test Set %
0Images

Preprocessing

Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -20° and +20°
Shear: ±0° Horizontal, ±45° Vertical
Brightness: Between -25% and +25%
Blur: Up to 1px
Mosaic: Applied
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±14° Horizontal, ±14° Vertical