genral-n-caries2-our-caries-new-impacted

Object Detection

Dataset Versions

v1

v1

Generated on Dec 12, 2024

Popular Download Formats

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 87%
3661Images
Valid Set 11%
482Images
Test Set 2%
88Images

Preprocessing

Filter Null: Require at least 80% of images to contain annotations.

Augmentations

Outputs per training example: 3
Rotation: Between -3° and +3°
Grayscale: Apply to 13% of images
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%