dent dataset

dental annotation

Object Detection

dental annotation Image Dataset

v11

2024-02-26 6:36pm

Generated on Feb 26, 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 88%
9045Images
Valid Set 8%
855Images
Test Set 4%
432Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Tile: 3 rows x 3 columns

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -13% and +13%
Noise: Up to 1.05% of pixels
dental-RCT-endo-restoration-caries-dental
472 images
dental-RCT-endo-restoration-caries-dental-UGJG
472 images
RCT-endo-restoration-caries-dental
436 images
dental-RCT-endo-restoration-caries-dental-UGJG-Vo5l-CZam-8sxy
730 images