Dataset Versions

v6

2024-08-07 6:51pm

Generated on Aug 7, 2024

Dataset Split

Train Set 88%
780Images
Valid Set 7%
60Images
Test Set 6%
49Images

Preprocessing

Resize: Stretch to 1024x1024
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Rotation: Between -15° and +15°
Hue: Between -19° and +19°
Saturation: Between -25% and +25%
Brightness: Between -19% and +19%
Exposure: Between -12% and +12%
Blur: Up to 2.7px
Noise: Up to 1.65% of pixels