colleg

teethe

Object Detection

teethe Image Dataset

v2

2023-05-27 6:25pm

Generated on May 27, 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%
1959Images
Valid Set 6%
123Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Upside Down
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Brightness: Between -10% and +10%
Exposure: Between -10% and +10%
Blur: Up to 0.5px

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