wound type Dataset

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2023-12-01 10:02am

Generated on Dec 1, 2023
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Pascal VOC XML
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PaliGemma
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713 Total Images

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Dataset Split

Train Set 87%
621Images
Valid Set 3%
22Images
Test Set 10%
70Images

Preprocessing

Auto-Orient: Applied
Static Crop: 16-95% Horizontal Region, 12-94% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Histogram Equalization

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±15° Horizontal, ±15° Vertical
Cutout: 8 boxes with 10% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Brightness: Between -25% and +25%