Dataset Versions
v2
2024-09-07 5:24pm
Generated on Sep 7, 2024
249 Total Images
View All Images
Dataset Split
Train Set 90%
225Images
Valid Set 6%
14Images
Test Set 4%
10Images
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