Dataset Versions

v1

2024-09-07 5:20pm

Generated on Sep 7, 2024

Dataset Split

Train Set 100%
297Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -23% and +23%
Blur: Up to 2.4px
Noise: Up to 0.58% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Crop: 0% Minimum Zoom, 20% Maximum Zoom
Bounding Box: Rotation: Between -7° and +7°
Bounding Box: Shear: ±10° Horizontal, ±10° Vertical