crackdetection

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my detection

Object Detection

my detection Image Dataset

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2022-08-16 1:21pm
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2022-08-16 1:09pm
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v13

2022-08-16 1:21pm

Generated on Aug 16, 2022
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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
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1195 Total Images

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Dataset Split

Train Set 82%
984Images
Valid Set 12%
141Images
Test Set 6%
70Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Cutout: 25 boxes with 3% size each
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down