Dataset Versions

v6

2024-11-28 2:32pm

Generated on Nov 28, 2024

Dataset Split

Train Set 93%
900Images
Valid Set 7%
66Images
Test Set 0%
1Images

Preprocessing

Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%
Bounding Box: Blur: Up to 2.5px
Bounding Box: Noise: Up to 0.1% of pixels