Dataset Versions

v3

2024-02-20 7:24pm

Generated on Feb 20, 2024

Dataset Split

Train Set 87%
20994Images
Valid Set 8%
2000Images
Test Set 4%
1000Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 24% Maximum Zoom
Saturation: Between -28% and +28%
Brightness: Between -10% and +10%
Exposure: Between -6% and +6%
Noise: Up to 0.22% of pixels
Cutout: 6 boxes with 2% size each