Dataset Versions

v4

2024-04-29 3:38pm

Generated on Apr 29, 2024

Dataset Split

Train Set 81%
519Images
Valid Set 9%
60Images
Test Set 9%
60Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%