leprosy

Leprosy Prediction

Object Detection

Leprosy Prediction Image Dataset

v1

2024-03-29 6:41pm

Generated on Mar 29, 2024

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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 97%
4728Images
Valid Set 1%
61Images
Test Set 1%
61Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels
stages-of-leprosy
1475 images
diseases-lMFh
741 images
MONKEY
1740 images