Dataset Versions

v1

2024-07-23 1:56am

Generated on Jul 23, 2024

Dataset Split

Train Set 81%
816Images
Valid Set 13%
130Images
Test Set 6%
62Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 2
Flip: Horizontal
Hue: Between -15° and +15°
Brightness: Between -15% and +15%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels