Dataset Versions

v4

2024-08-07 6:33pm

Generated on Aug 7, 2024

Dataset Split

Train Set 91%
1170Images
Valid Set 5%
60Images
Test Set 4%
49Images

Preprocessing

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

Augmentations

Outputs per training example: 3
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