Puja Kumari

Scratch Detection(Glass Surface)

Object Detection

Scratch Detection(Glass Surface) Image Dataset

v1

2024-04-30 11:03pm

Generated on Apr 30, 2024

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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 98%
1698Images
Valid Set 2%
29Images
Test Set 1%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 224x224
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Crop: 0% Minimum Zoom, 20% Maximum Zoom