Dataset Versions

v17

rel_jew_female and very_rel_jew_female -remapped to rel-

Generated on Oct 28, 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
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Dataset Split

Train Set 91%
1141Images
Valid Set 4%
53Images
Test Set 4%
53Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 3 remapped, 16 dropped
Filter Null: Require all images to contain annotations.

Augmentations

Outputs per training example: 7
Flip: Horizontal, Vertical
Rotation: Between -5° and +5°
Shear: ±10° Horizontal, ±10° Vertical

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