Dataset Versions

v2

2023-09-21 11:00am

Generated on Sep 21, 2023

Dataset Split

Train Set 93%
2175Images
Valid Set 6%
137Images
Test Set 1%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1024x1024

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Saturation: Between -20% and +20%
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 2% of pixels
Cutout: 2 boxes with 7% size each