Dataset Versions

v2

2024-01-28 5:01pm

Generated on Jan 28, 2024

Dataset Split

Train Set 90%
7053Images
Valid Set 8%
626Images
Test Set 2%
157Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 224x224

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 25% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -20% and +20%
Exposure: Between -15% and +15%