Dataset Versions

v14

2024-12-02 1:17pm

Generated on Dec 2, 2024

Dataset Split

Train Set 97%
1434Images
Valid Set 3%
45Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -11° and +11°
Shear: ±12° Horizontal, ±12° Vertical
Saturation: Between -30% and +30%
Exposure: Between -14% and +14%
Blur: Up to 2.5px
Noise: Up to 1.05% of pixels
Cutout: 7 boxes with 6% size each
Mosaic: Applied