DentalMate Dataset

v3

2023-06-08 11:25pm

Generated on Jun 8, 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 94%
12580Images
Valid Set 5%
724Images
Test Set 1%
95Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 11 remapped, 11 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
caries-filling-cavity-Um7k
1195 images
caries-filling-cavity
2054 images