Dataset Versions

v8

2024-07-10 8:51pm

Generated on Jul 10, 2024

Dataset Split

Train Set 94%
2632Images
Valid Set 4%
115Images
Test Set 2%
46Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 512x512

Augmentations

Outputs per training example: 7
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Noise: Up to 0.12% of pixels