Dataset Versions

v15

2024-10-17 6:24am

Generated on Oct 17, 2024

Dataset Split

Train Set 94%
8876Images
Valid Set 4%
360Images
Test Set 2%
190Images

Preprocessing

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

Augmentations

Outputs per training example: 2
Hue: Between -11° and +11°
Saturation: Between -28% and +28%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Noise: Up to 1.09% of pixels