roaddamage

road_damage

Object Detection

road_damage Image Dataset

v22

2022-11-13 8:04am

Generated on Nov 12, 2022

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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Dataset Split

Train Set 90%
177Images
Valid Set %
0Images
Test Set 10%
20Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 1024x1024
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Brightness: Between -20% and +20%
Blur: Up to 2.5px