Dataset Versions

v2

2023-11-06 4:25pm

Generated on Nov 6, 2023

Dataset Split

Train Set 86%
36Images
Valid Set 10%
4Images
Test Set 5%
2Images

Preprocessing

Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -30° and +30°
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels