Dataset Versions

v5

2024-04-27 3:48pm

Generated on Apr 27, 2024

Dataset Split

Train Set 88%
369Images
Valid Set 8%
35Images
Test Set 4%
16Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 320x320

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Noise: Up to 1% of pixels