Dataset Versions

v6

2023-11-19 7:01pm

Generated on Nov 19, 2023

Dataset Split

Train Set 92%
4269Images
Valid Set %
0Images
Test Set 8%
347Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -30% and +30%
Exposure: Between -30% and +30%
Blur: Up to 3px
Noise: Up to 10% of pixels