Dataset Versions

v2

2024-11-06 8:44am

Generated on Nov 6, 2024

Dataset Split

Train Set 80%
972Images
Valid Set 10%
124Images
Test Set 10%
117Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 1 remapped, 0 dropped

Augmentations

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