UPC

Model detection of skin wounds

Object Detection

Model detection of skin wounds Image Dataset

v4

2023-05-05 3:25pm

Generated on May 5, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 89%
3008Images
Valid Set 8%
282Images
Test Set 3%
99Images

Preprocessing

Modify Classes: 6 remapped, 0 dropped

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 36% Minimum Zoom, 45% Maximum Zoom
Rotation: Between -22° and +22°
WOD
wc
2313 images
stage1-stage2-stage3-stage4
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pressure-ulcer
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pressure-ulcer
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