Dataset Versions

v14

2024-09-23 6:13am

Generated on Sep 23, 2024

Dataset Split

Train Set 98%
7785Images
Valid Set 1%
62Images
Test Set 1%
102Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Hue: Between -11° and +11°
Saturation: Between -28% and +28%
Brightness: Between -20% and +20%
Exposure: Between -10% and +10%
Blur: Up to 1px
Noise: Up to 1.09% of pixels