CrackDetection Dataset

v5

2023-05-11 8:58am

Generated on May 11, 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 87%
1245Images
Valid Set 6%
90Images
Test Set 6%
89Images

Preprocessing

Resize: Stretch to 256x256

Augmentations

Outputs per training example: 3
Grayscale: Apply to 25% of images
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -10% and +10%