Dataset Versions

v4

2023-03-23 4:49pm

Generated on Mar 23, 2023

Dataset Split

Train Set 87%
501Images
Valid Set 8%
47Images
Test Set 5%
28Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Hue: Between -25° and +25°
Brightness: Between -25% and +25%
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each