Dataset Versions

v6

2024-04-13 11:27am

Generated on Apr 13, 2024

Dataset Split

Train Set 91%
1335Images
Valid Set 6%
84Images
Test Set 4%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 2000x1000
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%