Tshom

Pavement Distress

Object Detection

Pavement Distress Image Dataset

v6

2023-10-24 12:00am

Generated on Oct 23, 2023

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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 88%
960Images
Valid Set 8%
93Images
Test Set 4%
44Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Blur: Up to 1.5px
Mosaic: Applied
Bounding Box: Blur: Up to 1px